Scholar
Haoran He
Google Scholar ID: Z33PHQ0AAAAJ
Hong Kong University of Science and Technology
machine learning
reinforcement learning
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Citations & Impact
All-time
Citations
343
H-index
7
i10-index
7
Publications
14
Co-authors
9
list available
Contact
Email
haoran.he@connect.ust.hk
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Publications
13 items
Uncovering Linguistic Fragility in Vision-Language-Action Models via Diversity-Aware Red Teaming
2026
Cited
0
Steering Vision-Language-Action Models as Anti-Exploration: A Test-Time Scaling Approach
2025
Cited
0
Random Policy Valuation is Enough for LLM Reasoning with Verifiable Rewards
2025
Cited
0
EIFNet: Leveraging Event-Image Fusion for Robust Semantic Segmentation
2025
Cited
0
Spintronic Bayesian Hardware Driven by Stochastic Magnetic Domain Wall Dynamics
2025
Cited
0
Scaling Image and Video Generation via Test-Time Evolutionary Search
2025
Cited
0
Performance Evaluation of Large Language Models in Statistical Programming
2025
Cited
0
Pre-Trained Video Generative Models as World Simulators
2025
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Resume (English only)
Academic Achievements
Multiple papers accepted by top-tier conferences: ICML 2025 (RPE, SODP), ICLR 2025 (RBS-GFN), NeurIPS 2024 (VPDD, CAMP), CoRL 2024 (HIB, oral presentation), ICML 2024, ICRA 2024, and NeurIPS 2023 (MTDiff).
Passed Ph.D. Qualifying Exam in April 2025.
Invited talk at MSRA in March 2025; presented at RLChina in September 2023.
Serving as reviewer for ICML 2024–2025, NeurIPS 2024, IROS 2024, AAAI 2025, ICLR 2025, ICRA 2025, and journal TPAMI.
Released ROVER in October 2025, a simple RLVR method for enhancing LLM reasoning.
Released EvoSearch in June 2025, a novel test-time scaling framework for image and video generation.
Co-authors
9 total
Chenjia Bai
Institute of Artificial Intelligence, China Telecom(中国电信人工智能研究院, TeleAI)
Weinan Zhang
Professor, Shanghai Jiao Tong University
Xuelong Li(李学龙)Fellow of AAAI 2023, ACM 2020, OSA 2012, IEEE 2012, SPIE 2010
TeleAI of China Telecom(中国电信人工智能研究院)
Ling Pan
Assistant Professor, Hong Kong University of Science and Technology
Zhuoran Yang
Yale University
Emmanuel Bengio
McGill University; Recursion/Valence Labs
Zhongwen Xu
Tencent
Huazhe Xu
Tsinghua University
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