Kunpeng Liu
Scholar

Kunpeng Liu

Google Scholar ID: wfF30KMAAAAJ
Assistant Professor, Clemson University
Feature EngineeringLLM ReasoningReinforcement Learning
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Citations & Impact
All-time
Citations
1,794
 
H-index
23
 
i10-index
41
 
Publications
20
 
Co-authors
19
list available
Contact
No contact links provided.
Publications
32 items
Mitigating Shortcut Reasoning in Language Models: A Gradient-Aware Training Approach
2026
Cited
0
Causally-Guided Diffusion for Stable Feature Selection
2026
Cited
0
Sim2Act: Robust Simulation-to-Decision Learning via Adversarial Calibration and Group-Relative Perturbation
2026
Cited
0
AgentOS: From Application Silos to a Natural Language-Driven Data Ecosystem
2026
Cited
0
City Editing: Hierarchical Agentic Execution for Dependency-Aware Urban Geospatial Modification
2026
Cited
0
AgentCPM-Report: Interleaving Drafting and Deepening for Open-Ended Deep Research
2026
Cited
0
Ensemble Privacy Defense for Knowledge-Intensive LLMs against Membership Inference Attacks
2025
Cited
0
Heterogeneous Multi-Agent Reinforcement Learning with Attention for Cooperative and Scalable Feature Transformation
2025
Cited
0
Resume (English only)
Co-authors
19 total
Yanjie Fu
Yanjie Fu
Associate Professor at School of Computing and AI, Arizona State University
Dongjie Wang
Dongjie Wang
Assistant Professor, University of Kansas
Co-author 3
Co-author 3
Pengyang Wang
Pengyang Wang
Assistant Professor, University of Macau
Jinghan Zhang
Jinghan Zhang
PhD student, Clemson University
Dr. Hui Xiong, Fellow of AAAS, AAAI and IEEE
Dr. Hui Xiong, Fellow of AAAS, AAAI and IEEE
Rutgers University/Baidu/HKUST
Lu Jiang（姜璐）
Lu Jiang（姜璐）
Northeast Normal University
Xinhao Zhang
Xinhao Zhang
PHD student, Portland State University