Sitao Cheng

PhD student, University of Waterloo

Joined

June 2023

Names

Sitao Cheng (Preferred)

Emails

****@smail.nju.edu.cn (Confirmed)

****@foxmail.com (Confirmed)

****@ucsb.edu (Confirmed)

****@uwaterloo.ca (Confirmed)

Personal Links

Homepage

DBLP

ACL Anthology

Career & Education History

PhD student

University of Waterloo (uwaterloo.ca)

2025 – 2029

MS student

Comupter Science, Nanjing University (nju.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Epistemic Context Learning: Building Trust the Right Way in LLM Multi-Agent Systems
Ruiwen Zhou, Maojia Song, Xiaobao Wu, Sitao Cheng, Xunjian Yin, Yuxi Xie, Zoey Hao, Wenyue Hua, Liangming Pan, Soujanya Poria, Min-Yen Kan
- Agentic AI in the Wild: From Hallucinations to Reliable Autonomy Poster
- Readers: Everyone
Differentiable Evolutionary Reinforcement Learning
Sitao Cheng, Tianle Li, Xuhan Huang, Xunjian Yin, Difan Zou
- ICLR 2026 Workshop RSI Poster
- Readers: Everyone
From Atomic to Composite: Reinforcement Learning Enables Generalization in Complementary Reasoning
Sitao Cheng, Xunjian Yin, Ruiwen Zhou, Yuxuan Li, Xinyi Wang, Liangming Pan, William Yang Wang, Victor Zhong
- SPOT
- Readers: Everyone
Question decomposition tree for answering complex questions over knowledge bases
Xiang Huang, Sitao Cheng, Yiheng Shu, Yuheng Bao, Yuzhong Qu
- AAAI 2023 (Oral)
- Readers: Everyone
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-Correction
Xiang Huang, Sitao Cheng, Shanshan Huang, Jiayu Shen, Yong Xu, Chaoyun Zhang, Yuzhong Qu
- ACL 2024 Main(Oral)
- Readers: Everyone
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data
Xiang Huang, Jiayu Shen, Shanshan Huang, Sitao Cheng, Xiaxia Wang, Yuzhong Qu
- ACL 2025 Main
- Readers: Everyone
Understanding the Interplay between Parametric and Contextual Knowledge for Large Language Models
Sitao Cheng, Liangming Pan, Xunjian Yin, Xinyi Wang, William Yang Wang
- KnowFM @ ACL 2025
- Readers: Everyone
RuleArena: A Benchmark for LLM Rule-Guided Reasoning in Real-World Scenarios
Ruiwen Zhou, Wenyue Hua, Liangming Pan, Sitao Cheng, Xiaobao Wu, En Yu, William Yang Wang
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
Understanding the Interplay between Parametric and Contextual Knowledge for Large Language Models
Sitao Cheng, Liangming Pan, Xunjian Yin, Xinyi Wang, William Yang Wang
- Submitted to ICLR 2025
- Readers: Everyone
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
Kaikai An, Fangkai Yang, Liqun Li, Junting Lu, Sitao Cheng, Shuzheng Si, Lu Wang, Pu Zhao, Lele Cao, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang, Baobao Chang
- Submitted to ICLR 2025
- Readers: Everyone

View all 17 publications

Co-Authors

View all 46 co-authors