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
8 items
Speedup Patch: Learning a Plug-and-Play Policy to Accelerate Embodied Manipulation
2026
Cited
0
Towards Practical World Model-based Reinforcement Learning for Vision-Language-Action Models
2026
Cited
0
Implicit Non-Causal Factors are Out via Dataset Splitting for Domain Generalization Object Detection
2026
Cited
0
Planning with Unified Multimodal Models
2025
Cited
0
Optimization of Private Semantic Communication Performance: An Uncooperative Covert Communication Method
2025
Cited
0
Perception-Enhanced Multitask Multimodal Semantic Communication for UAV-Assisted Integrated Sensing and Communication System
2025
Cited
0
Empower Structure-Based Molecule Optimization with Gradient Guidance
2024
Cited
0
Diffusion Models: A Comprehensive Survey of Methods and Applications
ACM Computing Surveys · 2022
Cited
1,628
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