Zhilong Zhang
Scholar

Zhilong Zhang

Google Scholar ID: Bfm794oAAAAJ
Nanjing University
Reinforcement LearningDeep Learning
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Citations & Impact
All-time
Citations
55
 
H-index
4
 
i10-index
2
 
Publications
11
 
Co-authors
3
list available
Contact
No contact links provided.
Publications
16 items
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
Adversarial Imitation Learning with General Function Approximation: Theoretical Analysis and Practical Algorithms
2026
Cited
0
Resume (English only)
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
Yang Yu
Professor, Nanjing University
Yihao Sun
Yihao Sun
Mila, University of Montreal
Tian Xu
Tian Xu
Nanjing University