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Sheng Zhang
I am a second-year CS Ph.D. student at University of Maryland College Park.
My current research focuses on experiential autonomous agents that can evolve at real time by leveraging past, accumulated experience through dynamically-structured memory systems as the primary substrate, inspired by Suttonâs call for an âera of experienceâ.
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Github
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GenFlowRL: Shaping Rewards with Generative Object-Centric Flow in Visual Reinforcement Learning
Kelin Yu*, Sheng Zhang*, Harshit Soora, Furong Huang, Heng Huang, Pratap Tokekar, Ruohan Gao
ICCV 2025, ICRA FMNS Workshop 2025 ( Spotlight, Best Paper Nomination )
project page /
arXiv
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Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment
Sheng Zhang, Muzammal Naseer, Guangyi Chen, Zhiqiang Shen, Salman Khan, Kun Zhang, Fahad Khan
AAAI 2024 (Oral Presentation)
project page /
arXiv
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PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery
Sheng Zhang, Salman Khan, Zhiqiang Shen, Muzammal Naseer, Guangyi Chen, Fahad Khan
CVPR 2023
project page /
arXiv /
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Academic Services
Reviewer for NIPS 2025
Reviewer for TMLR
Reviewer for ICML 2025
Reviewer for ICLR 2025
Reviewer for NIPS 2024 (Registration Awards, Top 8% Reviewer)
Volunteer at AAAI 2024
Reviewer for CVPR 2024
Reviewer for ACM Computing Surveys 2023
Reviewer for AISTATS 2024
Reviewer for ICCV-Workshop 2023
Volunteer at EMNLP 2023
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