Shunyu Yao
33 papers · 2018–2026 · 11 conferences · across top CS/AI conferences
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Keywords
large language model
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language agent
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reinforcement learning
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decision making
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self-attention network
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benchmark evaluation
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autonomous agent
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code generation
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retrieval-augmented generation
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text-based game
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formal language
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hierarchical language
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language model
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recurrent neural network
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particle filtering
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text classification
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image segmentation
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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
Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps
ACL 2025
{$\tau$}-bench: A Benchmark for \underline{T}ool-\underline{A}gent-\underline{U}ser Interaction in Real-World Domains
ICLR 2025
Multi-Objective Evolution of Heuristic Using Large Language Model
AAAI 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
Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study
COLING 2025
DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems
ICML 2024
SWE-bench: Can Language Models Resolve Real-world Github Issues?
ICLR 2024
Language Agents: Foundations, Prospects, and Risks
EMNLP 2024
COLLIE: Systematic Construction of Constrained Text Generation Tasks
ICLR 2024
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
NIPS 2024
Referral Augmentation for Zero-Shot Information Retrieval
ACL 2024
EC2: Emergent Communication for Embodied Control
CVPR 2023
Reflexion: language agents with verbal reinforcement learning
NIPS 2023
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
NIPS 2023
InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback
NIPS 2023
Personality Understanding of Fictional Characters during Book Reading
ACL 2023
ReAct: Synergizing Reasoning and Acting in Language Models
ICLR 2023
TVShowGuess: Character Comprehension in Stories as Speaker Guessing
NAACL 2022
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 βTextβ in Text Games
EMNLP 2022
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
NIPS 2022
Calibrated RGB-D Salient Object Detection
CVPR 2021
Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection
ICCV 2021
Self-Attention Networks Can Process Bounded Hierarchical Languages
ACL 2021
Self-Attention Networks Can Process Bounded Hierarchical Languages
IJCNLP 2021
Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents
NAACL 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
NIPS 2019
3D-Aware Scene Manipulation via Inverse Graphics
NIPS 2018