Yuqiang Li

6 papers · 2025–2026 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) ⭐ Rising Star (6)

Venues

ACL (2) AAAI (1) EMNLP (1) ICLR (1) NAACL (1)

Top co-authors

Dongzhan Zhou (4) Wanli Ouyang (4) Shufei Zhang (3) Di Zhang (3) Fangyuan Li (2) Shijie Wang (2) Jingdi Lei (2) Biqing Qi (2) Pengfei Li (2) Tong Xie (2)

Research topics

Artificial Intelligence (6) Core AI (6) Natural Language Processing (3) Resources & Methods (3) Deep Learning (1) Healthcare & Medicine (1) Machine Learning (1) Reinforcement Learning (1) Application Areas (1) Learning Paradigms (1) Methods (1) Models (1) Research (1)

Keywords

multi-agent system (2) large language model (2) reinforcement learning (2) instruction tuning (1) reinforcement learning from human feedback (1) monte carlo tree search (1) tree search (1) language model (1) multimodal large language model (1) reward shaping (1) credit assignment (1) pairwise preference (1) biological sequence (1) scientific discovery (1) hypothesis generation (1) knowledge retrieval (1) optical character recognition (1) web evidence (1) molecular structure (1) chemical reasoning (1)

Papers

MARS2: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation ACL 2026 WIST: Web-Grounded Iterative Self-Play Tree for Domain-Targeted Reasoning Improvement ACL 2026 Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models EMNLP 2025 ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area AAAI 2025 LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search NAACL 2025 MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses ICLR 2025