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Paper Citation Record · LEDGER

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems

As of 17 August 2026, this Paper Citation Record lists 94 of 94 outbound references and 0 inbound Pith citation observations for arXiv:2508.05673.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.05673 v1

Coverage vector

measured 94 of 94 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:44:55.041535Z

measured 94 of 94 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

94 of 94 outbound references displayed

  • verified exact1
  • verified fuzzy5
  • unresolved88
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b9e24e4-e89e-4b98-ad30-5aa6a3671ccb · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.688314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.688314Z digest=sha256:b85bb5f3d94e540a8dcf1ae95dee976fa1659df8b879c89f217198768c855761

Observation 96565ae5-e97b-44ab-b777-75ad90b1982a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.692811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.692811Z digest=sha256:e7774779930d968f3844f81c1b75800e81740dc8ec7a25382d1df251b831f15c

Observation da53644a-18eb-4bfa-ba21-98796b369d82 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.696607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.696607Z digest=sha256:0eddc9fbacf6bf5ad03d395e0570472cfd4c51e226733af0d2601596aa94fd55

Observation dd20d510-6044-401c-976d-942d9c7c2859 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.701108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.701108Z digest=sha256:334b0aed7a45534ca162c84095dfc3c6827f788669d0b71a460d2c8e9c1d9b04

Observation b5ce1fb9-37d1-4446-b0f7-9f26acd08e4d · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.705132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.705132Z digest=sha256:4a34bf25f4ca087eb820d60a3417f8beff85905a337b0b1d270117cfda35244a

Observation f2d39fed-b573-4dca-9318-3e5ce5300b68 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.709559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.709559Z digest=sha256:5dbd63ce802fdb1fec92de55f065641c6dc08a3fa727ff614be3f172ea3649a2

Observation 02d21486-9ee6-405c-905f-8bd693a8d39d · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.717497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.717497Z digest=sha256:5d7c94ad876e131f0a9fd8015abb61c1ec07c409df5a8c8d0bc44405f5571fd5

Observation 7e83672d-e9d5-4a71-9162-d186608e1320 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.721326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.721326Z digest=sha256:c8f939767b4a371a295ab8b386b3a226ecb54b2e2bb31ce234c29f505db2db6a

Observation 71f9ed4f-0ff0-412b-b7e4-f3ff616a5e80 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.724973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.724973Z digest=sha256:aabe9b41ed8a0f3d5f565210da47d3ea380b36c820ecfe3fc0a82f4367245da6

Observation ef88fc15-0e68-4d52-b97d-6c7b3cacb1e8 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.728846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.728846Z digest=sha256:422666d90dba729e61fc4ca0ad9c9c36dfeee16edeeb7d0aca5a6e792dea12d0

Observation fe2f47eb-f152-4a92-9726-253e10c3e884 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.732660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.732660Z digest=sha256:bba48a692bb48322c5e574ddd8c273bf68f2459b03c2e7d3a13a5aa00b7f909a

Observation 659d6698-4ac0-4b80-bb3e-d70a155c0c2a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.736094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.736094Z digest=sha256:0ece5f6db0f88544626b91219d5cf0d192eb5389a3399400086400ed0eee08fc

Observation 79648c6a-c9b9-44c6-b1f9-4749d3b4ea77 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.740076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.740076Z digest=sha256:57d40b0fca97f6d97998f9a117a4591ca29043470a8922a393d9da24113301f0

Observation 3ef85d19-0bc4-4c70-8878-087e06c8c1ca · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.743855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.743855Z digest=sha256:1c545d014653d86b108d8da19cb33d2cf4e7700529e11d7c9209b6507b179e32

Observation 062ff82c-bbb6-4c0e-a678-56fca1a05448 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.743611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.747483Z digest=sha256:6084479d1ed56e46d0a6a89070a4ec84a206b5f8f7bb31572756a97bd1533a8f

Observation faa4dcb5-54ea-4f34-b19e-f3192b7b78f4 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.733495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.750950Z digest=sha256:9af31d1523f14d4c2febb737bdfdba84db51d7cc8c7a594bccf873ce38bee5f9

Observation 94149a74-d7b3-4853-8785-fd7eb3afac73 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.723485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.754484Z digest=sha256:6c5eb63a077551099462af2c705bf1b3da2f29e4920e9f1d5250df564425381a

Observation 47c6eae7-f98e-4e2d-8ce8-d24a8a078c73 · outbound

This paper cites Stochastic Optimization of Sorting Networks via Continuous Relaxations.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Stochastic Optimization of Sorting Networks via Continuous Relaxations

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.758240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.758240Z digest=sha256:f2f558532d893625a51986b8ab634ab4f1a94b5c644155eeeaa73ddaf846ec37

Observation bfe0953a-6a3b-4cfb-a3a3-ac79d8c38706 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.713275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.762658Z digest=sha256:9e2fcbad75459daa0bfcc1fcb031676da74e1b2ad39b0f583e791181ff6fefa7

Observation f155a270-3e1e-46d1-bef8-21f67f7c0fe1 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.703425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.766110Z digest=sha256:278d6f7835930c9c2a014ffb689d6636c129c34418980cfba2a0f512504fe6e8

Observation 43a7463c-23e3-48f6-b594-dac654bd6e06 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.769417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.769417Z digest=sha256:9093925e1cfc4b454a8e438c89956f3317f923ae316e0826f8adeed5f9b4351e

Observation 9055a17e-3097-4f3b-a8c5-896290faebe6 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.772670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.772670Z digest=sha256:7a7618fdc91f732b2a157d4a882c21aefbccd002bc14db560ab48029faf5ce27

Observation a1b71a49-4ffa-4601-8d0c-62305cba5b9c · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.776836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.776836Z digest=sha256:691cae50a3b47614c01f0ad1f4eb821f9213a0138230379b04baf5ffa7fef906

Observation 628e469e-2113-470e-aef9-1740b09c48aa · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.780360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.780360Z digest=sha256:18ae65b45cc51ff2e56069f499d1919c901c58262efe00c1c811888c712b7ad2

Observation 05c72c9f-09cb-4fbe-b720-86b7a77fc42d · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.783470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.783470Z digest=sha256:c792c8937ca41a37de6bf1699641d7e5b310faed6f7d238dd03bf2d29ecca449

Observation 9d2da361-6839-44f4-91b4-8e781a88b20a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.790799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.790799Z digest=sha256:ed6e2bc505a87faeb008548550e585a6b6517d629c51f5f938a0c982fbef4aaf

Observation fd7a70db-3c44-4ff8-b46a-93d2eb070b16 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.656250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.795289Z digest=sha256:77f951bdd3f21850a793bdd67903f002becccc72c0dcf1add1bded4b720b2737

Observation 4edae9c0-9683-4b1b-919e-3049d924c7fb · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.645994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.798870Z digest=sha256:fbe5d7cf11a5d40eb93565ae61d6b91ac831574b135dd2691fcd9cf9b4adbae7

Observation ac840bbd-e2aa-4457-aaab-4f5c5f3f60e2 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.635205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.802301Z digest=sha256:3853e3e94d756743afd6b8a5775808820d689422b6315a530d08b5651f545be5

Observation d091dcca-7009-41a2-8016-50249e7f6f98 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.809511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.809511Z digest=sha256:8ccff4e4b760dd7c428326419e29d71d3ed889692620226ae2efc27cdcf0ebf7

Observation 14074b3a-dace-4793-9b6e-3b677f731355 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.813641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.813641Z digest=sha256:9f67ca481fbdb639d5598efd127505cd12305ad9bd8cc58119f64d3c02ee6463

Observation 092a1820-a1ff-447e-a6cf-dba902035702 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.817143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.817143Z digest=sha256:2c69692bacd3b2dfd4292d6aeab1af53bbb2e117504be94e7295c8a411418932

Observation 94311929-59c0-41ff-8ffc-0f5ef96f088d · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.593622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.821071Z digest=sha256:5fe095fa48534cc19ec47cfb6a7b2ff21e08bbcfab9ff5e98b4853f7c62332dd

Observation d0f5f110-3a87-41b4-9b7e-bcb3001bf3a8 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.824629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.824629Z digest=sha256:686d2748bfaa7bee52e7090453177acdc41ff89cbf001162ef07ddd8dfcc77a9

Observation 4c53f4b8-1de2-496b-a0bf-c2c6280141da · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Adam: A Method for Stochastic Optimization

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.828011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.828011Z digest=sha256:622a9f228ae5731aecdc92b00f58216bf674f74113ec2975f2b0f7ad51b84fa3

Observation 81851370-1516-4382-8ece-2dffcc73c1f9 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Semi-Supervised Classification with Graph Convolutional Networks

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.831905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.831905Z digest=sha256:afb100dcf8102cfbb1b6a1fe18eb4e118c75c93acc4152d83ffe2d14c92f8c7e

Observation 30326e41-983f-41cf-b150-90f2929028cd · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.835936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.835936Z digest=sha256:31da052436cc7229b0e899663e2e2f2fc2c2dc377efdb9cf9ab3490ef4f141ad

Observation 78e08470-74a8-46d8-b1b3-881f2780796e · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.566023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.839560Z digest=sha256:c95f7ad8bd4b9e87c2504bae1331f686c5325a1dbafac2d2035983bc929ea4b8

Observation 42c4faf6-30d2-43bd-8296-a3e8fe874ed6 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.843092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.843092Z digest=sha256:d9882feb2d4d53da6a4c658a429117027d4e3c7d63fe6183569d1a040978db98

Observation 13d87700-849b-475f-b4ea-d32723da24da · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.549706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.846802Z digest=sha256:e01e4938d69e8c92977326e09c4db144a1b2e64e4b1573fb08865f345f7d4978

Observation 2fc68cf6-8ae3-4edd-b8f9-45576b777d3e · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.850549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.850549Z digest=sha256:16981479b39b4145eaa048f61d1f893d221a6b7343c916688e6544e77dbb0c90

Observation 807e82fc-7dfa-4327-a656-c16c408783b6 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.853931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.853931Z digest=sha256:bcea78dc66c42d0a26cf59516e0b6f7bf5cc2d5ee1fc53bec1b28aaa41442e2d

Observation 135191b5-fe0e-4a17-8047-c3b28a33c6ff · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.857250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.857250Z digest=sha256:cd6cdcdff49d2a725032f556c4b2bdddff8579a15a2a19e8ae46829a804bc16a

Observation 3d27e969-4b9d-4aae-b5ec-c35e8f065dad · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.860749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.860749Z digest=sha256:31da5518d598f523edd7d48c83b758eb735ee14e8e922de6712d3e6ced0d2b87

Observation 5b76c984-86e7-4604-885c-c02e9ab61988 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.516681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.865250Z digest=sha256:3ba1ef7325b45289eaccc234e4226385920c8322f1f7f2658536adb557758dec

Observation 5b71f408-27e1-479b-8b2d-ab16a0dd10c1 · outbound

This paper cites Generating Personalized Recipes from Historical User Preferences.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Generating Personalized Recipes from Historical User Preferences

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.868996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.868996Z digest=sha256:175e88de01eaa640fad15068ec849f7266ad92b8011fc503db14a481dbbda0ab

Observation c986e8fa-a2c8-41df-8dc4-3141cb287b4c · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.506632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.873671Z digest=sha256:cc59368423c963b167f5e141e44473234570f26322fd7882ebeeff98762bb07a

Observation fc76cebd-f942-4ca0-b3e7-6a98f19a804f · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.877638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.877638Z digest=sha256:c908dd8d5e8b0ef94bdd6cc719fc34ac67de078efdb8ccbbbfa567f98ba76aee

Observation b2f4391d-d497-4894-98e0-1c757e31b7c6 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.885734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.885734Z digest=sha256:35dc1f6b4b75b6ff988bfac9003ba9bd0e76636f62bc4a8ddb9252ad5732e292

Observation 58e6f942-1686-495d-a3b0-465df930418d · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.479017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.889352Z digest=sha256:df02dd55793f567fee0cf9200c3f53e3d71b647a33da1b103a6b3de2ffbc81ba

Observation b4c09052-6b85-4e5f-b66c-84484b6ff690 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Representation Learning with Contrastive Predictive Coding

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.892892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.892892Z digest=sha256:b12099e27c9d558585436baa27d2d8dd7df760e349eebcbedcbc0b8423a3d1ee

Observation 4c2431c5-d4ef-4564-9178-b35abbc208ec · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.469360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.896945Z digest=sha256:d28d5b022748164ea2a812613e648514a01cf7008ada3f44d487a936b3c9d4ad

Observation 04ecc1c9-7612-4a14-8d8d-0f92ff32ef72 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.900267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.900267Z digest=sha256:18d2c082a5b54180bd86e1c0d4c45e5560c4229864fd69b2684a080d3b329cfc

Observation 4169f2b9-f6f2-4ff5-aee3-6bc585c80e6b · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.453713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.903614Z digest=sha256:598d61276a8022c2f3bc860422c88dcd6ba24d038b69629dbde596e21b1d9a13

Observation 66802fa8-0e95-423c-82e5-c00a2e4ce55f · outbound

This paper cites NeuralNDCG: Direct Optimisation of a Ranking Metric via Differentiable Relaxation of Sorting.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems NeuralNDCG: Direct Optimisation of a Ranking Metric via Differentiable Relaxation of Sorting

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.907524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.907524Z digest=sha256:64323745103159391566036df345247152405185e7ceb32f7069b0c14edd7ccf

Observation 9bf07771-bdff-4bf8-9ca1-664ffe57047a · outbound

This paper cites Introducing LETOR 4.0 Datasets.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Introducing LETOR 4.0 Datasets

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.911481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.911481Z digest=sha256:0f263ece1dc789d5834e07da58869892774e766658571509beffe43bdfe97bc7

Observation 39d6d9bf-e3a7-4d25-a4ab-08bb712fb7ae · outbound

This paper cites Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.914930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.914930Z digest=sha256:00b686b43d36c4020c25574d5a3e5521d1e6d35ec457754261cdc0eca4e1412e

Observation 724640f0-c7d2-4ad1-849c-071175efaffe · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.442913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.919194Z digest=sha256:c50644dd5f23997f5fc96da9706ac120f6ac65578e0e9b2dba2998624e06c23e

Observation 2e91793f-02b0-44af-a361-734fc9e9eeb1 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.922754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.922754Z digest=sha256:a3b0efe22f599b22bbc72f010852229ccce6e720a2832226b139c136e8f12c18

Observation fe445d60-eed6-484e-8b44-7e8be30c35f8 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.930375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.930375Z digest=sha256:b0c183f150a0d8d85e4787a18dcc55a4a038128969166a930e77dfbfb308f5e6

Observation 3438bdc3-6dcd-4d0d-805a-c0db7ae71c8a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.937164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.937164Z digest=sha256:b671ba7e72a5f4ec50bba3d19d7c57ffe1683bd362f8dbf5141bbda7401b138c

Observation f3f633c5-3564-4d19-8a24-5f8816f2ed8a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.940782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.940782Z digest=sha256:72828882d0b90c53f87d516ea1b1d040698a4887d10271db5b2ce9a4dfafc4c3

Observation 52e2f967-a264-4c1c-936a-f019e701fc13 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.391783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.944101Z digest=sha256:63dfacb020f8eb230257fa78f2fd69000695c50004009f1929867b818484a615

Observation 3e4b679c-84a4-4057-8ad7-7f572e736d6e · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.947330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.947330Z digest=sha256:c1767d46a2b294ea2ad5fd1337c5fae211bf00e5777ebedd50407c7f110f5a32

Observation ee642fa0-85eb-485d-aef4-4db32744cf26 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.374652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.950759Z digest=sha256:344083ab0c910dc87c84d994aea3faa9ce526a7247c13bf88c238eb033028c16

Observation a567874d-09b2-4d4c-8a01-eafa018c7bea · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.363349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.954936Z digest=sha256:f82483e300a4f494accf067dc2155fcc88bb0ba763c280ab92f52a4a74a43a80

Observation f45873bf-2776-42dd-9f39-312cac272a59 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.353453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.958409Z digest=sha256:a9d9d636754a36affc20f72bd8eeb37ef5969ee7f043f3ed505993609684283c

Observation 15664a57-71ba-44d9-a4f5-0eee3f193278 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.961646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.961646Z digest=sha256:98de8d12d9d3dbf669463b5b43f7d6dcdac5fc6fe3abc766baae2dda46e42e05

Observation 053080da-7025-4b91-9d7d-41143523077a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.337325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.965030Z digest=sha256:9eda3ca015c7a3f083a782e7f85e23fd83778e51035af6c07cff26b1c22a8cf0

Observation 04e15112-3049-4c6c-a8f9-43883705e80b · outbound

This paper cites MSL: Not All Tokens Are What You Need for Tuning LLM as a Recommender.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems MSL: Not All Tokens Are What You Need for Tuning LLM as a Recommender

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.968721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.968721Z digest=sha256:1be9db1bb22023a612491d44a7d11fc84aeb14ca8fca3232ebf6d40e27fc7280

Observation 6913af2f-5d8c-4bdf-acab-2543133be540 · outbound

This paper cites LLM4DSR: Leveraging Large Language Model for Denoising Sequential Recommendation.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems LLM4DSR: Leveraging Large Language Model for Denoising Sequential Recommendation

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.972919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.972919Z digest=sha256:ba0de9999ebb1ba81dd021749c02f77a323f2d813d22fd47b400f9f1cd69a645

Observation f3b5c218-1198-4a4f-9f18-e323ff6e5db3 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.327950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.976415Z digest=sha256:f6e287c8a1ab9e86da9a44bb747b5c780ed705324b14712e2569868c9db2a1d4

Observation 5e164af6-8c50-451a-9c43-612c685e1fe7 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.979974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.979974Z digest=sha256:0304f54eba28d8024c29d27d3eb40936d21a62c7faef125aec2524c1ec48eb31

Observation 88e5cd9a-a65b-47c1-83da-740e5c7c7158 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.987632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.987632Z digest=sha256:63c45ee57e698429f50e69c614a0ec0b0539efc89fda55f15dda825525678e85

Observation 0be02a23-11a4-4643-b377-cd33cc1cbb9a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.990942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.990942Z digest=sha256:8b35f8b76288365cba85e8da4bcb4e30760b29190b821d9e3feef65f5e71d664

Observation a41adfe4-2b82-412c-b373-50ed25843ef2 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.279618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.997841Z digest=sha256:252014f71b62a8430d1a9b94ffe0bb6c48d215ae253529bad3ed0d82ee47f3d6

Observation 0edec06c-2c78-47be-a173-1f5740c757c3 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:55.001066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:55.001066Z digest=sha256:17adb3c27515aee9bbd7b87d973e409f69f88cee1cc0ec1ade3d62f8f4ebc2b1

Observation 81519d5f-9680-4159-b27f-6b03f0b663ea · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.263967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:55.004799Z digest=sha256:976fc19ab9cab68aa4f79547355232490065e717c9171d505d55a26798753ca6

Observation 39423d2a-bc0f-4c58-80bd-c49b5098b776 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.254060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:55.009450Z digest=sha256:ea957d9ba66c4a5aecdbaec53ff50489b9160c7706ad24e846dfffc8cfb73606

Observation 2d415b7a-386f-45ab-bd73-bd9c721a8dd5 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:55.013193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:55.013193Z digest=sha256:348c9d90cfa08bc4df203ab90e138f05252af22f157339f2e1294ad8c0df4546

Observation 05b86df1-ee63-44a9-b101-b163fab7d879 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.237619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:55.016515Z digest=sha256:6a7a46d300b0d5c0f1ee458d2f07784dc8003e03832bcbaabfd2e3a9e6534964

Observation e5f3def4-31a2-48e3-bb71-b27896e4b192 · outbound

This paper cites PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation

Reference 84

Resolution
verified exact
local_arxiv, observed 2026-08-15T17:44:55.078092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:55.019796Z digest=sha256:49c45380cacf737b52b35719c765c92b31d4efda92715c7998e55bcdcf92b745

Observation 0939d747-453c-4f1b-b618-72a959e7adfe · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:55.023296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:55.023296Z digest=sha256:f64320ede451fa16fab0901c4ec92102fb62ff1a192509a4ffdc343653147878

Observation b730ecb6-8291-4c91-a016-acf4a212d88a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:55.026809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:55.026809Z digest=sha256:5b532f09174afba8513a839f4715d451d14c308f172268b86e503ac39d1de220

Observation e1f92375-aaaa-41a5-8eee-e496eff64c94 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.215522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:55.030192Z digest=sha256:2315a8756407778d27b61537b9744b143056c10ede9cd5c87cdd6180da2b55d3

Observation 9533a2e2-3fe6-4f38-a1e3-bd56421b782c · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.205454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:55.033783Z digest=sha256:0ca817c4073d336a474f5dc098d31857ac2a22ec5d7bc3f56b716928f9f15c2e

Observation 52f95252-cde3-4bfa-8241-0640305aac44 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.195326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:55.038194Z digest=sha256:f012a54658a138c0ec0f4a4ef80c4040f19f3a0c57b99897b485bc15398bf380

Observation 1c6c2cb5-e9c5-4cde-a283-50924ec56b13 · outbound

This paper cites Imp." denotes the improvement of SL@𝐾 over LambdaLoss@𝐾, while.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Imp." denotes the improvement of SL@𝐾 over LambdaLoss@𝐾, while

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:55.184719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:55.041535Z digest=sha256:51695a565131dd6a4909db5bfb8a5bf2d8a533fd748e5b9e966f7ae4bedc3ea7

Observation 8f30bd22-dba1-466a-962a-c4155d69ffd8 · outbound

This paper cites In Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems In Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence

Reference 2009

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.933798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.933798Z digest=sha256:2099d1a05af86df028042c456144fe2bef392fb95f1831823cb9e3432642d85d

Observation 4b101dcc-3889-409a-b862-4b7252b8f36e · outbound

This paper cites In Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems In Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.882010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.882010Z digest=sha256:fcf0a28b52beef1508eb7dbfd784e6ce6cb6034073932b93935263c3b060b49d

Observation 696f3ffb-916f-4406-a1b4-012e48eeb8b9 · outbound

This paper cites In Proceedings of the tenth ACM international conference on web search and data mining.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems In Proceedings of the tenth ACM international conference on web search and data mining

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:55.426189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.926460Z digest=sha256:41ffc2c0facd144ea34579c8ea68186ee2ad327e0bb8454e23df47999f677d1f

Observation d01061a4-eeb3-4be6-9e66-2be2bed7efba · outbound

This paper cites In Proceedings of the 27th ACM international conference on information and knowledge manage- ment.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems In Proceedings of the 27th ACM international conference on information and knowledge manage- ment

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:55.290334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.994417Z digest=sha256:ec75b466c81732227a641315d3e37bda654d6274fb2b285a5d7c80a9a8764895

Observation 8dc088ef-a198-42e1-aa43-e13d56840722 · outbound

This paper cites In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:55.311811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.984053Z digest=sha256:4fa9e64be90daf7a1c843e8ae95e7e7719aa3c893e3c3417f3879bc76d43d662

Observation dacd60c0-ea30-421c-b72b-4e482e8cf121 · outbound

This paper cites In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:55.623994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:44:54.805776Z digest=sha256:57e607e802fbada0f4b4681ae118c307718b69b591d32baafc7535f4322ff39b

Pith citing papers

No inbound Pith citation observations are available.