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Qi Zhang — most-cited papers & profile · Large Language Models
← authors
·
overview
Qi Zhang
170
papers ·
949
citations ·
23
h-index
Qingdao University · University of Southern California · Qingdao University of Science and Technology · Peking University
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Most-cited papers
Shadow Alignment: The Ease Of Subverting Safely-aligned Language Models
2023 · 282 citations
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation
2023 · 28 citations
RECOST: External Knowledge Guided Data-efficient Instruction Tuning
2024 · 20 citations
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
2025 · 3 citations
LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models
2025 · 2 citations
Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments
2025
HiSkill: Empowering LLM Agents with Hierarchical Skill Graphs
2026
LLMEval-Logic: A Solver-Verified Chinese Benchmark for Logical Reasoning of LLMs with Adversarial Hardening
2026
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models
2026
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
2026
CL-bench: A Benchmark for Context Learning
2026
Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models
2026
SciAgentGym: Benchmarking Multi-Step Scientific Tool-use in LLM Agents
2026
MemGUI-Agent: An End-to-End Long-Horizon Mobile GUI Agent with Proactive Context Management
2026
HaluNet: Learning Hallucination Risk from Internal Signals in LLM Question Answering
2025
Top co-authors
Xuanjing Huang
· 29
Tao Gui
· 28
Zhiheng Xi
· 22
Junjie Ye
· 10
Rui Zheng
· 10
Dongmei Zhang
· 9
Qingwei Lin
· 9
Shihan Dou
· 9
Xiaoran Fan
· 9
Saravan Rajmohan
· 7
Enyu Zhou
· 6
Honglin Guo
· 6
Topics
Training Techniques
Evaluation
Fine-Tuning
Reinforcement Learning
Efficiency
Code
Vision-Language
Safety & Alignment
Model Architecture
RAG