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Shunyu Yao

32 papers · 2018–2026 · 10 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+13 more ↓ πŸ—ΊοΈ Taxonomy Completionist (73) 🌍 Conference Polyglot Β· Gold πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ”¬ Deep Specialist (10) πŸ† Grand Slam πŸ‘‘ Triple Crown 🌟 Keyword Trendsetter Combo (3) 🧬 Topic Evolution 🧭 Keyword Pioneer ⚑ Prolific Year Β· Productive πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (173) ❓ The Questioner 🌈 Renaissance Researcher (9) πŸ’Ž Century Club Β· Bronze πŸ”₯ Unstoppable Β· Bronze

Venues

NeurIPS (7) ACL (6) ICLR (6) AAAI (3) EMNLP (3) CVPR (2) NAACL (2) COLING (1) ICCV (1) ICML (1)

Top co-authors

Karthik Narasimhan (9) Karthik R Narasimhan (7) John Yang (6) Mo Yu (4) Chuang Gan (3) Josh Tenenbaum (3) Huchuan Lu (2) Wei Ji (2) Jie Ou (2) Zhaokun Wang (2)

Research topics

Artificial Intelligence (24) Core AI (23) Machine Learning (14) Deep Learning (13) Natural Language Processing (11) Reinforcement Learning (8) Learning Types Β· Machine Learning (8) Learning Types Β· Deep Learning (7) Methods (6) Models (6) Applications Β· Natural Language Processing (5) Computer Vision (4) Application Areas (4) Applications Β· Reinforcement Learning (4) Core Methods (4)

Keywords

large language model (8) language agent (5) reinforcement learning (5) benchmark evaluation (3) code generation (3) few-shot learning (2) recurrent neural network (2) retrieval-augmented generation (2) text-based game (2) emergent communication (2) language model (2) software engineering (2) autonomous agent (2) decision making (2) particle filtering (1) image segmentation (1) text classification (1) natural language processing (1) representation learning (1) imitation learning (1)

Papers

LAMIC: Layout-Aware Multi-Image Composition via Scalability of Multimodal Diffusion Transformer AAAI 2026 Offline Multi-Objective Bandits: From Logged Data to Pareto-Optimal Policies AAAI 2026 {$\tau$}-bench: A Benchmark for \underline{T}ool-\underline{A}gent-\underline{U}ser Interaction in Real-World Domains ICLR 2025 Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps ACL 2025 Contextual Experience Replay for Self-Improvement of Language Agents ACL 2025 HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025 Multi-Objective Evolution of Heuristic Using Large Language Model AAAI 2025 Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study COLING 2025 COLLIE: Systematic Construction of Constrained Text Generation Tasks ICLR 2024 DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems ICML 2024 Language Agents: Foundations, Prospects, and Risks EMNLP 2024 Referral Augmentation for Zero-Shot Information Retrieval ACL 2024 SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering NeurIPS 2024 SWE-bench: Can Language Models Resolve Real-world Github Issues? ICLR 2024 EC2: Emergent Communication for Embodied Control CVPR 2023 InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback NeurIPS 2023 Personality Understanding of Fictional Characters during Book Reading ACL 2023 ReAct: Synergizing Reasoning and Acting in Language Models ICLR 2023 Reflexion: language agents with verbal reinforcement learning NeurIPS 2023 Tree of Thoughts: Deliberate Problem Solving with Large Language Models NeurIPS 2023 Linking Emergent and Natural Languages via Corpus Transfer ICLR 2022 Multi-Stage Episodic Control for Strategic Exploration in Text Games ICLR 2022 Revisiting the Roles of β€œText” in Text Games EMNLP 2022 TVShowGuess: Character Comprehension in Stories as Speaker Guessing NAACL 2022 WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents NeurIPS 2022 Calibrated RGB-D Salient Object Detection CVPR 2021 Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection ICCV 2021 Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents NAACL 2021 Self-Attention Networks Can Process Bounded Hierarchical Languages ACL 2021 Keep CALM and Explore: Language Models for Action Generation in Text-based Games EMNLP 2020 Modeling Expectation Violation in Intuitive Physics with Coarse Probabilistic Object Representations NeurIPS 2019 3D-Aware Scene Manipulation via Inverse Graphics NeurIPS 2018