Langzhou He
Scholar

Langzhou He

Google Scholar ID: 9RbR7ygAAAAJ
University of Illinois Chicago
Machine LearningLarge Language Model
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Citations & Impact
All-time
Citations
52
 
H-index
5
 
i10-index
1
 
Publications
13
 
Co-authors
6
list available
Contact
No contact links provided.
Publications
11 items
Why LLMs Hallucinate on Structured Knowledge: A Mechanistic Analysis of Reasoning over Linearized Representations
2026
Cited
0
Resolving Action Bottleneck: Agentic Reinforcement Learning Informed by Token-Level Energy
2026
Cited
0
When Users Change Their Mind: Evaluating Interruptible Agents in Long-Horizon Web Navigation
2026
Cited
0
Filter-then-Weight: Online Data Selection and Reweighting for LLM Fine-Tuning
2026
Cited
0
Actor-Curator: Co-adaptive Curriculum Learning via Policy-Improvement Bandits for RL Post-Training
2026
Cited
0
Detecting Hallucinations in Graph Retrieval-Augmented Generation via Attention Patterns and Semantic Alignment
2025
Cited
0
DeepResearchGuard: Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety
2025
Cited
0
RECODE-H: A Benchmark for Research Code Development with Interactive Human Feedback
2025
Cited
0
Resume (English only)
Co-authors
6 total
Philip S. Yu
Philip S. Yu
Professor of Computer Science, University of Illinons at Chicago
Yue Zhao
Yue Zhao
Assistant Professor of Computer Science, University of Southern California
Yankai Chen
Yankai Chen
Postdoctoral Associate, Cornell University
Junyou Zhu
Junyou Zhu
Technische Universität Berlin
Jürgen Kurths
Jürgen Kurths
Professor of Physics, Humboldt University Berlin
Frank Hellmann
Frank Hellmann
Potsdam Institute for Climate Impact Research