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Hui-Ling Zhen — most-cited papers & profile · Robotics
← authors
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overview
Hui-Ling Zhen
22
papers ·
2
citations ·
0
h-index
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Most-cited papers
Bilevel Learning Model Towards Industrial Scheduling
2020 · 1 citations
Branch Ranking for Efficient Mixed-Integer Programming via Offline Ranking-based Policy Learning
2022 · 1 citations
SCOPE: Prompt Evolution For Enhancing Agent Effectiveness
2025
Verilog-Evolve: Feedback-Driven and Skill-Evolving Verilog Generation
2026
FocuSFT: Bilevel Optimization for Dilution-Aware Long-Context Fine-Tuning
2026
SCOPE: Prompt Evolution for Enhancing Agent Effectiveness
2025
Behavioral Fingerprinting of Large Language Models
2025
Certifying Language Model Robustness With Fuzzed Randomized Smoothing: An Efficient Defense Against Backdoor Attacks
2025
CMoE: Fast Carving of Mixture-of-Experts for Efficient LLM Inference
2025
CMoE: Fast Carving of Mixture-of-Experts for Efficient LLM Inference
2025
Unlocking Efficient Long-to-Short LLM Reasoning with Model Merging
2025
PreMoe: Lightening MoEs on Constrained Memory by Expert Pruning and Retrieval
2025
Unlocking Efficient Long-to-Short LLM Reasoning with Model Merging
2025
Top co-authors
Mingxuan Yuan
· 2
Anxin Tian
· 1
Lei Chen
· 1
Shoubo Hu
· 1
Wei Zhang
· 1
Xianzhi Yu
· 1
Xing Li
· 1
Xinyu Chen
· 1
Yiming Li
· 1
Zhenhua Dong
· 1
Topics
Training Techniques
Efficiency
Evaluation
Reinforcement Learning
Fine-Tuning
In-Context Learning
Model Architecture
Prompting
Value-Based
Model-Based RL