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Han Wang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Han Wang
119
papers ·
143
citations ·
69
h-index
Northwestern Polytechnical University · ETH Zurich · University of Oxford · Zhejiang University
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Most-cited papers
MEML-GRPO: Heterogeneous Multi-Expert Mutual Learning for RLVR Advancement
2025 · 12 citations
MERRIN: A Benchmark for Multimodal Evidence Retrieval and Reasoning in Noisy Web Environments
2026
Stabilizing Efficient Reasoning with Step-Level Advantage Selection
2026
Multimodal Fact-Level Attribution for Verifiable Reasoning
2026
On The Fragility of Benchmark Contamination Detection in Reasoning Models
2025
Fine-Tuning without Performance Degradation
2025
Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning
2025
An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint
2025
Reinforced dynamics for enhanced sampling in large atomic and molecular systems
2017
Multitask Prompted Training Enables Zero-Shot Task Generalization
2021
A Time-Triggered Dimension Reduction Algorithm for the Task Assignment Problem
2022
Oracle Complexity Reduction for Model-free LQR: A Stochastic Variance-Reduced Policy Gradient Approach
2023
Soft Self-Consistency Improves Language Model Agents
2024
Top co-authors
Mohit Bansal
· 4
Elias Stengel-Eskin
· 3
Bin Shan
· 2
Can Huang
· 2
David Wan
· 2
Guozhi Tang
· 2
Haiyang Yu
· 2
Hao Feng
· 2
Hyunji Lee
· 2
Jinghui Lu
· 2
Jingqun Tang
· 2
Siqi Wang
· 2
Topics
cs.AI
cs.CL
cs.LG
cs.CV
math.OC
cs.CR
cs.MM
Exploration
Meta-RL
Value-Based