Scholar
Zhilong Zhang
Google Scholar ID: Bfm794oAAAAJ
Nanjing University
Reinforcement Learning
Deep Learning
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Citations & Impact
All-time
Citations
55
H-index
4
i10-index
2
Publications
11
Co-authors
3
list available
Publications
17 items
Prioritized Rollouts for Efficient World Model-based Vision-Language-Action Policy Optimization
2026
Cited
0
Weak-to-Strong Generalization via Direct On-Policy Distillation
2026
Cited
0
Spectral Rewiring for Exploration, Purification, and Model Merging
2026
Cited
0
Provably Efficient Policy-Reward Co-Pretraining for Adversarial Imitation Learning
2026
Cited
0
Continual Quadruped Robots Coordination via Semantic Skill Discovery
2026
Cited
0
Demystifying Multimodal Biomolecular Co-design With Intrinsic Geodesic Coupling
2026
Cited
0
Recursive Vision Transformer with Dynamic Depth and Width Adjustment for Resource-Efficient Image Semantic Communication
2026
Cited
0
Anticipation-VLA: Solving Long-Horizon Embodied Tasks via Anticipation-based Subgoal Generation
2026
Cited
0
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Resume
Academic Achievements
Published multiple papers at top-tier conferences including ICLR, ICML, and NeurIPS, several as co-first author
Notable works: 'WHALE: Towards Generalizable and Scalable World Models for Embodied Decision-making' (arXiv:2411.05619)
'Flow to better: Offline preference-based reinforcement learning via preferred trajectory generation' (ICLR'24)
'Provably and Practically Efficient Adversarial Imitation Learning with General Function Approximation' (NeurIPS'24)
Served as reviewer for NeurIPS (2024), ICML (2024), ICLR (2025), and TPAMI
Co-authors
3 total
Yang Yu
Professor, Nanjing University
Yihao Sun
Mila, University of Montreal
Tian Xu
Nanjing University