COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation | Paper Citation Record

Observation 9f26b010-23b9-4033-ae78-1b5835d1fc5a · outbound

This paper cites Information and software Technology , volume=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Information and software Technology , volume=

Reference 1

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Observation 69daed82-22ca-47a0-b7d9-0a711791b515 · outbound

This paper cites Advances in computers , volume=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Advances in computers , volume=

Reference 2

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Observation 070d8e3a-19ff-4ff2-a8bb-3c4c6b62c187 · outbound

This paper cites Journal of artificial intelligence research , volume=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Journal of artificial intelligence research , volume=

Reference 3

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This paper cites Journal of Artificial Intelligence Research , volume=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Journal of Artificial Intelligence Research , volume=

Reference 4

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Observation 2bbb6524-72e7-4468-8b8d-cd590cbad6d5 · outbound

This paper cites and Kadous, M.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation and Kadous, M

Reference 5

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Observation 2b4b124d-ddb9-4085-9f0c-eba56f705fe2 · outbound

This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Reference 6

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This paper cites International Conference on Learning Representations , volume=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation International Conference on Learning Representations , volume=

Reference 7

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Observation 325f65df-1082-4508-89d6-1df17c19b37e · outbound

This paper cites AutoML Conference 2023 , year=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation AutoML Conference 2023 , year=

Reference 8

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Observation 557d1fd2-417b-4efc-980f-0f0c282de758 · outbound

This paper cites Router-R1: Teaching.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Router-R1: Teaching

Reference 9

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Observation 8eb5547d-65dc-4a51-9db4-75f59b6182ea · outbound

This paper cites RouterArena: An Open Platform for Comprehensive Comparison of.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation RouterArena: An Open Platform for Comprehensive Comparison of

Reference 10

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Observation eb4d75ea-b69d-44ec-9bc1-2da82b48da8e · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Advances in Neural Information Processing Systems , volume=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.577513Z

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Observation f1ab21c5-086f-4c01-8a1a-c0a13f5bb8c8 · outbound

This paper cites Cost-Aware Contrastive Routing for.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Cost-Aware Contrastive Routing for

Reference 12

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Observation f28ea0bb-154f-4b2a-ba34-917bbcd4ed0d · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.555048Z

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Observation d1af4d75-fa89-4cf0-aa5e-0da50c2c4c00 · outbound

This paper cites LLMR outer B ench: A Massive Benchmark and Unified Framework for LLM Routing.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation LLMR outer B ench: A Massive Benchmark and Unified Framework for LLM Routing

Reference 14

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This paper cites AutoML Conference 2023 (Journal Track) , year=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation AutoML Conference 2023 (Journal Track) , year=

Reference 15

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Observation 86d12234-efa9-4a06-badb-976b6959fbd5 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Advances in Neural Information Processing Systems , volume =

Reference 16

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Observation da565d21-872e-4da5-92ff-46df43950805 · outbound

This paper cites and Desai, Nishkrit and Bae, Juhan and Lorraine, Jonathan and Ba, Jimmy , title =.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation and Desai, Nishkrit and Bae, Juhan and Lorraine, Jonathan and Ba, Jimmy , title =

Reference 17

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Observation 5355492d-d96b-4e07-b37c-3b46f48d2ee4 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation The Twelfth International Conference on Learning Representations , year=

Reference 18

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Observation 43a36316-9135-450f-b208-55e76e603370 · outbound

This paper cites 2018 , editor =.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation 2018 , editor =

Reference 19

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This paper cites International Conference on Learning Representations , year=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation International Conference on Learning Representations , year=

Reference 20

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This paper cites 48th International Conference on Software Engineering , year=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation 48th International Conference on Software Engineering , year=

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.474324Z

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This paper cites Forty-third International Conference on Machine Learning , year=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Forty-third International Conference on Machine Learning , year=

Reference 22

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Unresolved cited work

Reference 23

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Observation 298f4a71-0a92-425c-8e16-9efa9145e1ba · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.452057Z

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This paper cites Science , volume=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Science , volume=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.440226Z

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This paper cites 2025 IEEE/ACM 33rd International Conference on Program Comprehension (ICPC) , year=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation 2025 IEEE/ACM 33rd International Conference on Program Comprehension (ICPC) , year=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.428599Z

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This paper cites Optimizing LLMs for Code Generation: Which Hyperparameter Settings Yield the Best Results? , year=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Optimizing LLMs for Code Generation: Which Hyperparameter Settings Yield the Best Results? , year=

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.417293Z

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Observation 556a62fd-dc21-41a7-9c6e-89c85f12620d · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 28

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation The Fourteenth International Conference on Learning Representations , year=

Reference 29

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This paper cites arXiv preprint arXiv:2512.09108 , year=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation arXiv preprint arXiv:2512.09108 , year=

Reference 30

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Observation d0a58ce5-1327-4e43-ab96-1f1d51307b74 · outbound

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Issue Localization via LLM-Driven Iterative Code Graph Searching , year=

Reference 31

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Observation e00d0c0f-e713-45a2-b6ad-3edbbb3e7f36 · outbound

This paper cites GA4GC: Greener Agent for Greener Code via Multi-objective Configuration Optimization.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation GA4GC: Greener Agent for Greener Code via Multi-objective Configuration Optimization

Reference 32

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This paper cites Proceedings of the 31st International Conference on Computational Linguistics , pages=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Proceedings of the 31st International Conference on Computational Linguistics , pages=

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.386304Z

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This paper cites Forty-second International Conference on Machine Learning , year=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Forty-second International Conference on Machine Learning , year=

Reference 34

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Observation d2c8b2e0-1604-41f4-9f83-f65a13e785c2 · outbound

This paper cites Exploring the Impact of Temperature on Large Language Models: Hot or Cold? , journal =.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Exploring the Impact of Temperature on Large Language Models: Hot or Cold? , journal =

Reference 35

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation International Conference on Learning Representations (ICLR) , year =

Reference 36

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Unresolved cited work

Reference 37

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This paper cites LiveBench: A Challenging, Contamination-Limited.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation LiveBench: A Challenging, Contamination-Limited

Reference 38

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Observation 3741cfa5-17be-488c-95ca-c17c0dd599d9 · outbound

This paper cites Does Few-Shot Learning Help LLM Performance in Code Synthesis?.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Does Few-Shot Learning Help LLM Performance in Code Synthesis?

Reference 39

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation IEEE Transactions on Software Engineering , year=

Reference 40

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation ACM Transactions on Software Engineering and Methodology , year=

Reference 41

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This paper cites ACM Transactions on Software Engineering and Methodology , year=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation ACM Transactions on Software Engineering and Methodology , year=

Reference 42

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Observation 063a3528-6852-4e2f-8ba2-c6e4ecd375a3 · outbound

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Demystifying

Reference 43

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks , year=

Reference 44

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Thirty-seventh Conference on Neural Information Processing Systems , year=

Reference 45

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation CoSPlay: Cooperative Self-Play at Test-Time with Self-Generated Code and Unit Test

Reference 46

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation 2025 40th IEEE/ACM International Conference on Automated Software Engineering (ASE) , pages=

Reference 47

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Observation f6a73865-8b76-453c-a321-ab669568cf50 · outbound

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Trinity: An Evolved

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.273578Z

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Observation dc6fce9e-8aa2-4636-a686-aff04bf60514 · outbound

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Evaluating Large Language Models Trained on Code

Reference 49

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Program Synthesis with Large Language Models

Reference 50

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation The Thirteenth International Conference on Learning Representations , year=

Reference 51

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This paper cites arXiv preprint arXiv:2606.19348 , year=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation arXiv preprint arXiv:2606.19348 , year=

Reference 52

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This paper cites DeepSeek-V3 Technical Report.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation DeepSeek-V3 Technical Report

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:27.791406Z

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Observation 5a7136b0-bfdc-4b32-ab8a-b0e540bcb51b · outbound

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 54

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Observation 63d7c516-38f2-4696-9bc2-4f424da6fe82 · outbound

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COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation 2025 , month =

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.254924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9a48e9b0-44cc-446e-ad1a-5e219ec6c37f · outbound

This paper cites 2026 , month =.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation 2026 , month =

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.242954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fec53546-7593-44b7-8935-fd99767b411e · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.231530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 13d178a0-cce0-41dc-b8b7-821561485adc · outbound

This paper cites 2024 , url=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation 2024 , url=

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:27.809287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7100f7a3-881d-4bed-afc3-3b1ef34c8eca · outbound

This paper cites 2026 , url=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation 2026 , url=

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.208298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b20a7191-3069-4cd9-9b2b-16b9e1d1d662 · outbound

This paper cites Holistic Agent Leaderboard: The Missing Infrastructure for.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Holistic Agent Leaderboard: The Missing Infrastructure for

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.194291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 24cae133-6dca-4e36-aaac-4e3dffcf460a · outbound

This paper cites 2025 , booktitle=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation 2025 , booktitle=

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.179994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2847671e-5df2-49c6-b271-c170ebccbf73 · outbound

This paper cites Proceedings of the 2026 International Workshop on Agentic Engineering , pages =.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Proceedings of the 2026 International Workshop on Agentic Engineering , pages =

Reference 62

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T19:35:28.558921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7fd32b74-6ca1-4ef3-9164-6b50a2aa5a49 · outbound

This paper cites Rethinking the Value of Agent-Generated Tests for LLM-Based Software Engineering Agents.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Rethinking the Value of Agent-Generated Tests for LLM-Based Software Engineering Agents

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:27.826377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12a77217-c44c-4a6f-8253-acb90dc68976 · outbound

This paper cites The Fourteenth International Conference on Learning Representations , year=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation The Fourteenth International Conference on Learning Representations , year=

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.164526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d21b65e5-d807-4081-ab1c-77f3323b073e · outbound

This paper cites 2024 , url=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation 2024 , url=

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:27.833463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a0a2090-3a91-4178-899d-0f914c82db7a · outbound

This paper cites Xu and Xiangru Tang and Mingchen Zhuge and others , booktitle=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Xu and Xiangru Tang and Mingchen Zhuge and others , booktitle=

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.141585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 76b173c5-9e07-4e8a-a364-2c207ba121ea · outbound

This paper cites Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:27.840200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e429a89-cfb7-4476-87b9-1fa686516227 · outbound

This paper cites 2025 , url=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation 2025 , url=

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:27.843931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69966916-bae5-40c2-9df3-420d97bac841 · outbound

This paper cites Biometrics Bulletin , volume=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Biometrics Bulletin , volume=

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.120005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 26006e14-fe3c-4bf1-80ee-217e7caf27e7 · outbound

This paper cites The Annals of Statistics , volume=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation The Annals of Statistics , volume=

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:27.850637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc0f5339-9fbc-4f12-87c1-5b383192b746 · outbound

This paper cites , journal=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation , journal=

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.098717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c9042a31-c4e2-40b4-8245-882b5ce560e7 · outbound

This paper cites Psychological Bulletin , volume=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Psychological Bulletin , volume=

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.086032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e6054859-b0ab-436b-88fe-c06a23356d47 · outbound

This paper cites IEEE Transactions on Software Engineering , volume=.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation IEEE Transactions on Software Engineering , volume=

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:29.072835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6ce64432-1525-499f-af88-eacbe1e7d581 · outbound

This paper cites an unresolved cited work.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:29.056330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 00992696-0d21-4e3a-9e27-0ad465da8fd4 · outbound

This paper cites The Hitchhiker ' s Guide to Testing Statistical Significance in Natural Language Processing.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation The Hitchhiker ' s Guide to Testing Statistical Significance in Natural Language Processing

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:27.868563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 091d0332-e611-42f0-bc70-71686230e2ea · outbound

This paper cites Revisit Self-Debugging with Self-Generated Tests for Code Generation.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Revisit Self-Debugging with Self-Generated Tests for Code Generation

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:27.872238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 640b3f1b-0371-4a4e-95d8-fbb821eab94e · outbound

This paper cites Zhang, Jie and Bu, Qingwen and Xie, Xiaofei and Chen, Junjie and Cui, Heming , title =.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Zhang, Jie and Bu, Qingwen and Xie, Xiaofei and Chen, Junjie and Cui, Heming , title =

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:27.876009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9440df1e-f919-47d6-ab4a-9a67b4084181 · outbound

This paper cites 2025 40th IEEE/ACM International Conference on Automated Software Engineering (ASE) , pages =.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation 2025 40th IEEE/ACM International Conference on Automated Software Engineering (ASE) , pages =

Reference 78

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T19:35:28.335342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation efe60e23-d8fb-49e8-85e7-a33ce6798d06 · outbound

This paper cites Proceedings of the 1st International Workshop on Responsible Software Engineering , pages =.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Proceedings of the 1st International Workshop on Responsible Software Engineering , pages =

Reference 79

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T19:35:28.154196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d3ce37ac-8eeb-47e0-bda0-7ab965df12c5 · outbound

This paper cites Scaling Laws for Neural Language Models.

COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Scaling Laws for Neural Language Models

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:27.887301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers