| 2025/11 | [Funds] We received a research grant from CAAI-Ant Group (CAAI-蚂蚁科研基金). Thank you, CAAI and Ant Group! |
| 2025/10 | [Preprint] OBS-Diff: The first paper led by a Westlake undergraduate in our lab! Junhan Zhu (Class of 2023) led this work on one-shot pruning for diffusion models. Congrats! [arxiv] |
| 2025/09 | [NeurIPS'25] Four papers accepted to NeurIPS 2025 in the field of efficient and reliable AI. Congrats to our students and collaborators! Two papers from our lab: - HoliTom: A top-performing video LLM token compression method that maintains 99.1% performance while reducing FLOPs to just 6.9%—and it’s training-free! [arxiv] [code] [webpage]
- FreqExit: A dynamic inference framework for visual autoregressive (VAR) models via early exit with novel frequency-aware guidance. [openreview] [code] [webpage]
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| 2025/09 | [Services] Prof. Huan Wang will serve as an Area Chair for AAAI 2026, ICLR 2026, and CVPR 2026. |
| 2025/07 | [Preprint] We are excited to present the first systematic survey on multimodal long-context token compression methods. [arxiv] [code] |
| 2025/07 | [MM'25] Our paper on efficient video diffusion models via network pruning has been accepted to MM’25. Congrats to Yiming! [arxiv] |
| 2025/06 | [Award] Congrats to our PhD student Keda Tao on receiving the “2025 Westlake University Xinrui Award (西湖大学博士研究生新锐奖)” (only 2 recipients in AI among all the 2025 Fall PhD students in School of Engineering)! |
| 2025/06 | [ICCV'25] Our paper on efficient robot manipulation has been accepted to ICCV’25. Congrats to Yiming! [arxiv] |
| 2025/02 | [CVPR'25] DyCoke has been accepted to CVPR’25! Congrats to Keda! DyCoke is a training-free, plug-and-play token compression method for fast video LLMs, achieving 1.5x inference speedup and 1.4x memory reduction with no performance loss. [arxiv] [code] |
| 2024/07 | [MM'24] We present the first real-time, on-device video SCI (Snapshot Compressive Imaging) framework through dedicated network design and distillation-based training. Congrats to Miao! [arxiv] [code] |
| 2024/07 | [ECCV'24] Our paper on efficient video SCI (Snapshot Compressive Imaging) via network quantization has been accepted to ECCV’24 as an oral presentation. Congrats to Miao! [arxiv] [code] |
| 2024/06 | [New Start] Our lab is established! Prof. Huan Wang joins Westlake University as a tenure-track assistant professor. |