🧑‍🔬 Shunyu Yao — all works

44 works · ← Shunyu Yao

1. Tree of Thoughts: Deliberate Problem Solving with Large Language Models ↗arXiv:2305.10601 · no summary yetShunyu Yao et al.2023 · 2,671 citations
2. ReAct: Synergizing Reasoning and Acting in Language ModelsarXiv:2210.03629Shunyu Yao, Jeffrey Zhao, Dian Yu, et al.2022 · 2,591 citations
3. Reflexion: Language Agents with Verbal Reinforcement LearningConference on Neural Information Processing Systems (NeurIPS)Noah Shinn, Federico Cassano, Edward Berman, et al.2023 · 2,271 citations
4. SWE-bench: Can Language Models Resolve Real-World GitHub Issues?arXiv:2310.06770Carlos E. Jimenez, John Yang, Alexander Wettig, et al.2024 · 704 citations
5. SWE-agent: Agent-Computer Interfaces Enable Automated Software EngineeringConference on Neural Information Processing Systems (NeurIPS)John Yang, Carlos E. Jimenez, Alexander Wettig, et al.2024 · 552 citations
6. WebShop: Towards Scalable Real-World Web Interaction with Grounded Language AgentsConference on Neural Information Processing Systems (NeurIPS)Shunyu Yao, Howard Chen, John Yang, et al.2022 · 420 citations
7. Calibrated RGB-D Salient Object Detection ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetWei Ji et al.2021 · 276 citations
8. Cognitive Architectures for Language Agents ↗arXiv:2309.02427 · no summary yetTheodore R. Sumers et al.2023 · 189 citations
9. τ-bench: A Benchmark for Tool-Agent-User Interaction in Real-World DomainsarXiv:2406.12045Shunyu Yao, Noah Shinn, Pedram Razavi, et al.2024 · 137 citations
10. Keep CALM and Explore: Language Models for Action Generation in Text-based GamesConference on Empirical Methods in Natural Language Processing (EMNLP)Shunyu Yao, Rohan Rao, Matthew Hausknecht, et al.2020 · 130 citations
11. Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetMiao Zhang et al.2021 · 118 citations
12. Embers of Autoregression: Understanding Large Language Models Through the Problem They are Trained to Solve ↗arXiv:2309.13638 · no summary yetR. Thomas McCoy et al.2023 · 111 citations
13. FireAct: Toward Language Agent Fine-tuningarXiv:2310.05915Baian Chen, Chang Shu, Ehsan Shareghi, et al.2023 · 101 citations
14. InterCode: Standardizing and Benchmarking Interactive Coding with Execution FeedbackConference on Neural Information Processing Systems (NeurIPS)John Yang, Akshara Prabhakar, Karthik Narasimhan, et al.2023 · 95 citations
15. Auto-MSFNet: Search Multi-scale Fusion Network for Salient Object Detection ↗ACM International Conference on Multimedia (ACM MM) · no summary yetMiao Zhang et al.2021 · 79 citations
16. DMRA: Depth-Induced Multi-Scale Recurrent Attention Network for RGB-D Saliency Detection ↗IEEE Transactions on Image Processing · no summary yetWei Ji et al.2022 · 77 citations
17. OS-Copilot: Towards Generalist Computer Agents with Self-ImprovementarXiv:2402.07456Zhiyong Wu, Chengcheng Han, Zichen Ding, et al.2024 · 61 citations
18. Controllable Text Generation for Large Language Models: A Survey ↗arXiv (Cornell University) · no summary yetXun Liang et al.2024 · 48 citations
19. Self-Attention Networks Can Process Bounded Hierarchical Languages ↗arXiv:2105.11115 · no summary yetShunyu Yao et al.2021 · 43 citations
20. 3D-Aware Scene Manipulation via Inverse Graphics ↗arXiv (Cornell University) · no summary yetShunyu Yao et al.2018 · 40 citations
21. TVShowGuess: Character Comprehension in Stories as Speaker Guessing ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetYisi Sang et al.2022 · 37 citations
22. Can Language Models Solve Olympiad Programming?arXiv:2404.10952Quan Shi, Michael Tang, Karthik Narasimhan, et al.2024 · 28 citations
23. Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetShunyu Yao, Karthik Narasimhan, Matthew Hausknecht2021 · 26 citations
24. COLLIE: Systematic Construction of Constrained Text Generation TasksarXiv:2307.08689Shunyu Yao, Howard Chen, Austin W. Hanjie, et al.2023 · 23 citations
25. Personality Understanding of Fictional Characters during Book Reading ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMo Yu et al.2023 · 21 citations
26. EC2: Emergent Communication for Embodied Control ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYao Mu et al.2023 · 14 citations
27. Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case StudyInternational Conference on Computational Linguistics (COLING)Bowen Li, Wenhan Wu, Ziwei Tang, et al.2025 · 13 citations
28. Deep Audio-Visual Fusion Neural Network for Saliency Estimation ↗Proceedings - International Conference on Image Processing · no summary yetShunyu Yao, Xiongkuo Min, Guangtao Zhai2021 · 13 citations
29. Language Agents: Foundations, Prospects, and Risks ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts · no summary yetYu Su et al.2024 · 10 citations
30. Poxture: Human Posture Imitation Using Neural Texture ↗IEEE Transactions on Circuits and Systems for Video Technology · no summary yetYang Chen et al.2022 · 10 citations
31. FGCAN: Filter-based Gated Contextual Attention Network for event detection ↗Knowledge-Based Systems · no summary yetShunyu Yao et al.2021 · 9 citations
32. When a language model is optimized for reasoning, does it still show embers of autoregression? An analysis of OpenAI o1 ↗arXiv (Cornell University) · no summary yetRichard Thomas McCoy et al.2024 · 7 citations
33. Contrastive Learning for Event Extraction ↗International Conference on Machine Learning and Soft Computing (ICMLSC) · no summary yetShunyu Yao et al.2022 · 6 citations
34. HPOF:3D Human Pose Recovery from Monocular Video with Optical Flow ↗International Conference on Multimedia Retrieval · no summary yetBin Ji et al.2021 · 3 citations
35. When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration ↗neural information processing systems · no summary yetQuan Shi et al.2025 · 2 citations
36. Knowledge Graph Entity Typing with Contrastive Learning ↗International Conference on Machine Learning and Soft Computing (ICMLSC) · no summary yetGuozhen Zhu, Shunyu Yao2022 · 1 citation
37. Uplink Resource Allocation Based on Short Block-Length Regime in Heterogeneous Cellular Networks for Smart Grid ↗Advances in intelligent systems and computing · no summary yetSai Wu et al.2020 · 1 citation
38. Conformal tubular parameterization and toroidal bending of tube-like surfaces ↗arXiv (Cornell University) · no summary yetShunyu Yao, Gary P. T. Choi2026
39. Kendall-DPO: Preference optimization with Kendall’s Tau for temporal event ordering ↗Expert Systems with Applications · no summary yetShunyu Yao et al.2026
40. XMPIaaS: Towards Cloud Native MPI via Cooperative Process Migration ↗arXiv (Cornell University) · no summary yetShunyu Yao, Dimitrios S. Nikolopoulos, Ali R. Butt2026
41. ORIBA: Exploring LLM-Driven Role-Play Chatbot as a Creativity Support Tool for Original Character Artists ↗arXiv (Cornell University) · no summary yetYuqian Sun et al.2025
42. The Congestion Control Method System for Urban Mixed Traffic Flow under Intelligent Transportation Systems ↗Applied and Computational Engineering · no summary yetShunyu Yao et al.2025
43. Progressive discretization for generative retrieval: A self-supervised approach to high-quality DocID generation ↗Neural Networks · no summary yetShunyu Yao et al.2025
44. Entity-enhanced Multi-granularity Pooling BERT for Event Extraction ↗International Conference on Machine Learning, Big Data and Business Intelligence (MLBDBI) · no summary yetShunyu Yao et al.2022

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