Paper Citation Record · LEDGER

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation

As of 18 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2606.03866.

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

pith.paper-citation-record.v1
2606.03866 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T07:58:38.064953Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:00:13.323953Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact14
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5e01dc52-5c1b-4890-83d4-68839959b1ad · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18a90af6-6e7c-44f8-a7af-d13482dc5b00 · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-28T08:01:46.772030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6158f9e4-7bc9-46a2-b7a2-146aa9784064 · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c533ff6-4436-44a5-aee6-ea16930db402 · outbound

This paper cites OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-02T05:56:40.370779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4b5f48fe-bea5-40ef-9d3b-95b253816646 · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be9a6180-86b0-432a-8964-c366a6887145 · outbound

This paper cites ISBN 9798400715921.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation ISBN 9798400715921

Reference 6

Resolution: verified exact; doi, observed 2026-06-28T08:01:46.774090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dba59942-01f5-46c5-9302-3b1b1e234989 · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca8ddfde-56b1-4240-8b5b-6506c337d4ac · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fa67d62-2a9d-41cf-8a20-c76ef02f8675 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-02T05:56:40.386938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4fc19d44-3624-48a1-bf47-e425a72bb19d · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1aa02751-7c9f-4a37-94b2-659c6a01eaa7 · outbound

This paper cites InProceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation InProceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d286dba4-3721-48c7-9374-9f609ed45d1e · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-02T05:56:40.395767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 006a6867-4893-4de6-9573-e3938d83c93c · outbound

This paper cites RecGOAT: Graph Optimal Adaptive Transport for LLM-Enhanced Multimodal Recommendation with Dual Semantic Alignment.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation RecGOAT: Graph Optimal Adaptive Transport for LLM-Enhanced Multimodal Recommendation with Dual Semantic Alignment

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-07-02T05:56:40.380511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation de14b502-1571-4f86-a2a7-04c06894adab · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 032f745d-296e-407d-b024-7372e19f7704 · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 682e9cb3-e84b-41fb-9858-993f0a0aaeaa · outbound

This paper cites Learning to optimize multi-objective alignment through dynamic reward weighting.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Learning to optimize multi-objective alignment through dynamic reward weighting

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-02T05:56:40.374136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 31e594c9-20eb-41b2-aa58-647e9a14fcbb · outbound

This paper cites URL https: //doi.org/10.1145/3746252.3761506.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation URL https: //doi.org/10.1145/3746252.3761506

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-28T08:01:46.777138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 99faedbe-ecbc-45af-89b0-892138208595 · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1db5975-1f2c-4095-9771-c1050c0b25f3 · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e9cc836-d38a-4480-acf5-fd85b9b16dbd · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-02T05:56:40.392777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8a780f20-827a-40d7-a7b3-3a83e334d7e0 · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d46944cb-0a13-41d4-b082-fdbafb63a6b9 · outbound

This paper cites Reverse-Engineered Reasoning for Open-Ended Generation.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Reverse-Engineered Reasoning for Open-Ended Generation

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-02T05:56:40.399051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9ad7f140-5c92-4a7e-a040-4bc1d41b25fa · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6fcb936-8f47-4f33-b0f2-7884be9861f3 · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 586b0d91-beba-46cd-8199-7b0f0f5a68cf · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bb68522-5428-4601-956a-42c9a5000fff · outbound

This paper cites RecGPT-V2 technical report.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation RecGPT-V2 technical report

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-02T05:56:40.402230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 96183e0f-6557-45c1-ab3f-f1aa2fea0834 · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c7e5bca-404b-4808-a0ce-5057d16d7e83 · outbound

This paper cites Gpr: Towards a generative pre-trained one-model paradigm for large-scale advertising recommendation.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Gpr: Towards a generative pre-trained one-model paradigm for large-scale advertising recommendation

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-02T05:56:40.377536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 22630189-63cd-4ad3-9fdc-bce0bbfca0a9 · outbound

This paper cites Onemall: One model, more scenarios–end-to-end generative recommender family at kuaishou e-commerce.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Onemall: One model, more scenarios–end-to-end generative recommender family at kuaishou e-commerce

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-02T05:56:40.383971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cee79ce2-ab33-4a9b-badb-640cd6816c71 · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-07-02T05:56:40.389970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aa9f0928-7af0-492a-9309-f672b014be48 · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39ccbed8-9651-41f3-b80a-52bceb86311b · outbound

This paper cites an unresolved cited work.

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-28T07:58:38.064953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 32e29b5e-9b5c-496f-8b91-e047636b1c45 · inbound

RecHarness: A Bandit-Routed Agentic Harness for Self-Evolving Recommender Systems cites this paper.

RecHarness: A Bandit-Routed Agentic Harness for Self-Evolving Recommender Systems Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-03T11:00:13.323953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.