Selected Publications

(*: equal contribution ,  †: project lead)

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• GhostServe: A Lightweight Checkpointing System in the Shadow for Fault-Tolerant LLM Serving Shakya Jayakody*, Youpeng Zhao*†, Chinmay Dhanraj Nehate, Jun Wang MLSys 2026
• A.I.R.: Enabling Adaptive, Iterative, and Reasoning-based Frame Selection For Video Question Answering Yuanhao Zou, Shengji Jin, Andong Deng, Youpeng Zhao, Jun Wang, Chen Chen ICLR 2026 [Arxiv] [Code]
• Are We Scaling the Right Thing? A System Perspective on Test-Time Reasoning Youpeng Zhao, Jinpeng LV, Di Wu, Jun Wang, Christopher Gooley NeurIPS 2025 Efficient Reasoning Workshop [Arxiv]
• Classifier Enhancement Using Extended Context and Domain Experts for Semantic Segmentation Huadong Tang, Youpeng Zhao, Min Xu, Jun Wang, Qiang Wu IEEE Transactions on Multimedia (TMM) [Arxiv]
• MeRino: Entropy-driven Design for Generative Language Models on IoT Devices Youpeng Zhao, Ming Lin, Huadong Tang, Qiang Wu, Jun Wang AAAI 2025 [Arxiv][Poster]
• ALISE: Accelerating Large Language Model Serving with Speculative Scheduling Youpeng Zhao, Jun Wang ICCAD 2024 [Arxiv]
• ALISA: Accelerating Large Language Model Inference via Sparsity-Aware KV Caching Youpeng Zhao, Di Wu, Jun Wang ISCA 2024 [Arxiv]
• Parameter-Efficient Vision Transformer with Linear Attention Youpeng Zhao, Huadong Tang, Yingying Jiang, Qiang Wu, Jun Wang ICIP 2023 [Arxiv]

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