Cheng Qian
Scholar

Cheng Qian

Google Scholar ID: p2bY7oAAAAAJ
University of Illinois, Urbana-Champaign
Tool LearningAgent
Google Scholar↗
Citations & Impact
All-time
Citations
1,034
 
H-index
15
 
i10-index
16
 
Publications
20
 
Co-authors
14
list available
Contact
No contact links provided.
Publications
17 items
Supervised Fine-tuning with Synthetic Rationale Data Hurts Real-World Disease Prediction
2026
Cited
0
AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User Constraints
2026
Cited
0
Brick-Composer: Using MLLMs for Assembly with Diverse Bricks
2026
Cited
0
On Effectiveness and Efficiency of Agentic Tool-calling and RL Training
2026
Cited
0
MemGuard: Preventing Memory Contamination in Long-Term Memory-Augmented Large Language Models
2026
Cited
0
UserHarness: Harnessing User Minds for Stronger Agent Theory-of-Mind
2026
Cited
0
Advancing Creative Physical Intelligence in Large Multimodal Models
2026
Cited
0
Code as Agent Harness
2026
Cited
0
Resume (English only)
Co-authors
14 total
Heng Ji
Heng Ji
Professor of Computer Science, AICE Director, ASKS Director, UIUC, Amazon Scholar
Xiusi Chen
Xiusi Chen
Postdoctoral Fellow, University of Illinois Urbana-Champaign
Zhiyuan Liu
Zhiyuan Liu
Associate Professor, Tsinghua University
Yujia Qin
Yujia Qin
ByteDance
Hongru (Merlin) WANG
Hongru (Merlin) WANG
Postdoc@Edinburgh, Ph.D @CUHK, Prev. @UIUC @EdinburghNLP
Denghui Zhang
Denghui Zhang
Assistant Professor, Stevens Institute of Technology
Yi R. (May) Fung
Yi R. (May) Fung
Assistant Professor, Hong Kong University of Science and Technology
Bingxiang He
Bingxiang He
Second year PhD Candidate, Tsinghua University