Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T22:02:32.703683Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2412.03930.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T22:02:32.703683Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2657e76e-604c-4b70-a6fe-1025f0437c8b · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fc48134c-4ea2-48d3-aceb-b637c2b63f65 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b1ea0b22-d269-40e9-9eda-296bea67884e · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbb2aa6e-7374-441d-a349-7242c2bf6884 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 01c5d379-88fb-4beb-9e4f-1e994d8faa05 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0df3971e-3f5d-4e88-991b-060baceb4bdd · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4b26ce64-f3f6-4f92-8e9f-94ec35ff0194 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c6ab9595-2593-4e4d-9503-1f7c1ebed898 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7451124-a1db-4a7b-8349-cb11c2eb53a6 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a151f2cd-d931-49b2-be82-d50b05acd22a · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a815f857-c2c8-41bf-bdd3-3519369ff903 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f6d41e11-f256-4c0f-9991-1a68140c67dc · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 41897246-84c5-4c52-931a-e99ee5583f67 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 50bd52e5-4f91-41ff-ac3a-7b65b96d6dfa · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10b627c5-fa0e-47fc-8d2b-7106bd9b0558 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model LogLLM: Log-based Anomaly Detection Using Large Language Models
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e447a03a-9ba4-4201-b8e1-e3734836457f · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f0c50c0-c19d-4f01-b6ab-f671bccd986c · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e79dc1ca-9a59-4117-a82d-b70e4ed6051d · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model LoRA: Low-Rank Adaptation of Large Language Models
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38ebc959-e93c-41b0-85cb-8f1e87dc2d2b · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 87d1ea69-1da6-4eac-b610-3d02e6c2b75f · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Mistral 7B
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2a8ef6e-3b1a-4292-abb6-df923dcabb80 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation dd3b6d6b-1047-4fdc-9587-80b2227cfbf7 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6cd99a35-e289-443b-849d-aa0d7d8b8e43 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 372f374f-e4e5-4eab-9a51-e5c92a036ff6 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Efficient Sequence Packing without Cross-contamination: Accelerating Large Language Models without Impacting Performance
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff97f70f-5a3b-4329-9513-1b4198af86cf · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e9806602-7a47-4627-bb02-34d4adca6e70 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 79660a41-5553-4d24-92f0-710a6ac1f70e · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Towards General Text Embeddings with Multi-stage Contrastive Learning
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fbc2bc1-d5db-40bf-b3fa-8c0d722c0190 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ad05ef3d-cdf3-4eb5-a454-c69bc547ca3d · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a30b748-d257-4b3f-a06b-bfefa711b873 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Decoupled Weight Decay Regularization
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d30945d4-fa81-4bf0-9662-76bd7328e325 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ecdd25c2-e4d1-40d6-b8a4-ebd41c298e1e · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 764293ee-6c07-44cd-87f7-43c11cedcfb0 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Sheng, Hui Xiong, and Leman Akoglu
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a1288097-ca89-41c5-b8ba-03d78f7df2d1 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b5cabbe-8951-4341-8b26-0952cdaca713 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation aed57e47-2729-44ec-be6e-593ab7ac7153 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Searching for Activation Functions
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation deb0d27e-db2b-44d5-bd32-0a39b55fd74d · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c7063047-cd8d-4c61-93e1-4b7ccc5b35d0 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Kipf, Peter Bloem, Rianne van den Berg, Ivan Titov, and Max Welling
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c63e0052-d715-48fb-b346-3b8ecff51ca4 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model GLU Variants Improve Transformer
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87bafff9-5ca7-4bba-baa3-39960173ed1e · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fd80f9ce-65de-48c0-a1fb-4c00510b1573 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation aad21ea3-85b5-462f-a477-06c282986140 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d5820a5a-3a1f-4f8b-9036-56070f9d81ee · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba4726f0-a8f2-490e-aef7-0b0dfcdb1a11 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model LLaMA: Open and Efficient Foundation Language Models
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73af992b-1fee-4ad2-a6ae-66834afc10d0 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a3bf7691-eae5-43cc-9740-b47db9d77ea0 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5cbb46cb-9eaf-49b6-8a86-7f1d0fd52985 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e3870da0-a0e7-472e-bd75-b6d74ca83877 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Qwen2 Technical Report
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbb1ea12-8f7c-441b-bdfd-b99b688d31b1 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Qwen2.5 Technical Report
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd2df55e-edd3-4e79-8160-d637de6394d9 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Rossi, Kaize Ding, Xiaohu You, and Yue Zhao
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 824a2480-ac56-47f6-bc07-771178a80459 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 731ac36f-a2b4-4599-bb2e-1870ac654fc0 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f303f695-0462-4726-85bc-9982114917b9 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e1b6aa77-e4d3-49be-9929-252f865ec8ed · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4801acde-892d-4f13-ab5a-6d783294cfbc · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model Unresolved cited work
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9ca6dcbe-1897-4aa5-96e7-21047367fa94 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model A Survey of Large Language Models
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e42331cd-a3d1-495a-ba58-5be16140ef59 · outbound
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model +sem” and “+graph
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
No inbound Pith citation observations are available.