Yitao Liu

6 papers · 2020–2025 · 4 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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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICLR (2) NeurIPS (2) ACL (1) ECCV (1)

Top co-authors

Siheng Zhao (3) Tianbao Xie (3) Tao Yu (3) Victor Zhong (2) Caiming Xiong (2) Yiheng Xu (2) Zhoujun Cheng (2) Xiaochuan Li (1) Zirui Wang (1) Ruisheng Cao (1)

Research topics

Artificial Intelligence (5) Core AI (5) Machine Learning (2) Natural Language Processing (2) Resources & Methods (2) Computer Science (1) Application Areas (1) Applications (1) Learning Paradigms (1) Learning Types (1)

Keywords

large language model (2) language agent (2) benchmark evaluation (2) code generation (1) visual reasoning (1) instruction tuning (1) reward function (1) human feedback (1) multimodal agent (1) autonomous agent (1) computer environment (1) open-ended task (1) multimodal large language model (1) reward shaping (1) tool usage (1) environment interaction (1) experience replay (1) scientific visualization (1) interactive environment (1) visual language model (1)

Papers

Contextual Experience Replay for Self-Improvement of Language Agents ACL 2025 CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs NeurIPS 2024 Lemur: Harmonizing Natural Language and Code for Language Agents ICLR 2024 OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments NeurIPS 2024 Text2Reward: Reward Shaping with Language Models for Reinforcement Learning ICLR 2024 LabelEnc: A New Intermediate Supervision Method for Object Detection ECCV 2020