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Research Highlights

In top venues

TPAMI × 37, IJCV × 11, TIP × 9, TOG × 1, ACL × 1, CVPR × 70, ICCV × 23, ECCV × 32, ICCP × 2, NeurIPS × 18, ICML × 1, MM × 6, AAAI × 11

Complete list

Refer to Google Scholar and DBLP for the latest information.

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2026

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[TPAMI26a] Coded event focal stack for continuous refocusing in dynamic scene

Minggui Teng, Suhang Xuan, Zhiang Yan, Hanyue Lou, Boyu Li, Bin Fan, and Boxin Shi

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[TPAMI26b] Towards a unified complementary fusion framework for robust polarimetric imaging

Chu Zhou, Yixing Liu, Minggui Teng, Chao Xu, Boxin Shi, and Imari Sato

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[TPAMI26c] Visual-in-visual: A unified and efficient baseline for image restoration

Yuning Cui, Wenqi Ren, Boxin Shi, and Alois Knoll

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[IJCV26] L-VOCAL: Language-based video colorization with audio alignment

Zheng Chang, Shuchen Weng, Huan Ouyang, Yuchen Hong, Lihan Lin, Si Li, and Boxin Shi

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[TIP26a] Dark-EvGS: Event camera as an eye for radiance field in the dark

Jingqian Wu, Peiqi Duan, Zongqiang Wang, Changwei Wang, Boxin Shi, and Edmund Y. Lam

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[TIP26b] CDIR: LoRA-inspired attention for efficient composite degradation image restoration

Yuning Cui, Wenqi Ren, Boxin Shi, Jianhou Gan, and Alois Knoll

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[TCI26] EvTurb: Event camera guided turbulence removal

Yixing Liu, Minggui Teng, Yifei Xia, Peiqi Duan, and Boxin Shi

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[TCSVT26a] Video frame interpolation via asymmetric refinement with the event-based reference

Yuhan Liu, Yongjian Deng, Linghui Fu, Hao Chen, Zhen Yang, Youfu Li, and Boxin Shi

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[TCSVT26b] Transformer-inspired convolutional network for image restoration

Yuning Cui, Mingyu Liu, Wenqi Ren, Boxin Shi, and Alois Knoll

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[MM26] Fast-rotating panoramic HDR reconstruction from single-second spikes

Yuzhu Tao, Shikui Wei, Lang Nie, Qingwen Li, Bo Li, Boxin Shi, Yao Zhao, and Yakun Chang

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[ECCV26a] Event-based sparse-view background-oriented schlieren tomography

Xinyu Zhou, Shihao Hu, Peiqi Duan, Chao Xu, and Boxin Shi

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[ECCV26b] DualResPS: Dual-resolution photometric stereo using a frame-event hybrid camera

Haotian Zhuang, Bohan Yu, Zhuofeng Wang, and Boxin Shi

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[ECCV26c] EventSpecPS: Photometric stereo with multispectral reflectance using an event camera

Jingqian Wu, Bohan Yu, Jun Hoong Chan, Edmund Y. Lam, and Boxin Shi

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[ECCV26d] Twin-DAgger: Synergizing digital twins and human corrections for efficient robot manipulation

Jiahang Li, Zhirui Zhang, Kairan Ding, Fan Fei, Yunkai Tang, Jiaming Liu, Xiao He, Ziyu Chen, Gaohao Zhou, Jieji Ren, Yandong Guo, Shanghang Zhang, and Boxin Shi

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[ECCV26e] Diffusion-based dual-view reflection removal

Tianyi Xu, Zifeng Wang, Boyang Lv, Shuchen Weng, and Boxin Shi

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[ECCV26f] SLAIR: Structured latent flow matching for all-in-one image restoration

Shuyi Liang, Yixin Yang, Hanyue Lou, Yuning Cui, and Boxin Shi

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[ECCV26g] Enlightening photographic style transfer with a self-supervised photographic embedding

Chengxuan Zhu, Jiacong Fang, Shuchen Weng, Youwei Lyu, Jiajun Tang, Qingnan Fan, Chao Xu, and Boxin Shi

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[ECCV26h] ID-PreFeR: ID-preserving face restoration with mixed data quality

Chengxuan Zhu, Yuchen Hong, Qi Zhang, Bingtao Fu, Jinxiu Liang, Jinwei Chen, Huaqi Zhang, Chao Xu, Boxin Shi, and Qingnan Fan

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[ECCV26i] MAVIN: Multi-shot audio-visual generation with customized narrative control

Kaiqi Liu, Yunyao Mao, Ziqi Cai, Zheng Geng, Jing Wang, Qiulin Wang, Xintao Wang, Pengfei Wan, Kun Gai, Shuchen Weng, and Boxin Shi

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[ECCV26j] Video generation models are inherent lighting estimators

Ziqi Cai, Shuchen Weng, Kaiqi Liu, Zifeng Wang, Zhiquan Zhang, Minggui Teng, Han Jiang, and Boxin Shi

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[ECCV26k] A benchmark and multi-agent system for instruction-driven cinematic video compilation

Peixuan Zhang, Chang Zhou, Ziyuan Zhang, Hualuo Liu, Chunjie Zhang, Jingqi Liu, Xiaohui Zhou, Xi Chen, Shuchen Weng, Si Li, and Boxin Shi

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[ECCV26l] From noise to events: Conditional diffusion for event data augmentation

Ruofei Wang, Ziyuan Luo, Peiqi Duan, Xiufeng Huang, Boxin Shi, and Renjie Wan

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[ECCV26m] PolarAPP: Beyond polarization demosaicking for polarimetric applications

Yidong Luo, Chenggong Li, Yunfeng Song, Ping Wang, Boxin Shi, Junchao Zhang, and Xin Yuan

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[ECCV26n] Stokes-informed diffusion for robust linear polarization estimation

Yidong Luo, Chenggong Li, Yuchao Feng, Boxin Shi, Junchao Zhang, and Xin Yuan

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[ECCV26o] 340 FPS reflection-free video from spikes modulated by a rapidly rotating polarizer

Lishuai Huang, Yeliduosi Xiaokaiti, Youwei Lyu, Langyue Chang, Boxin Shi, Shikui Wei, Yao Zhao, Meng Jian, Yashen Wang, and Yakun Chang

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[ACL26] ReContraster: Making your posters stand out with regional contrast

Peixuan Zhang, Zijian Jia, Ziqi Cai, Shuchen Weng, Si Li, and Boxin Shi

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[CVPR26a] 240FPS stereo vision from monocular mixed spikes

Yeliduosi Xiaokaiti, Yakun Chang, Yang Bai, Zhaojun Huang, Peiqi Duan, and Boxin Shi

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[CVPR26b] HFR and HDR video from multi-attenuated spikes using a rapidly rotating SpokeND filter

Yakun Chang, Zhaojun Huang, Siqi Yang, Yeliduosi Xiaokaiti, Shikui Wei, Yao Zhao, Tiejun Huang, and Boxin Shi

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[CVPR26c] AE2VID: Event-based video reconstruction via aperture modulation

Chenxu Bai, Boyu Li, Peiqi Duan, Xinyu Zhou, Hanyue Lou, and Boxin Shi

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[CVPR26d] Lighting-grounded video generation with renderer-based agent reasoning

Ziqi Cai, Taoyu Yang, Zheng Chang, Si Li, Han Jiang, Shuchen Weng, and Boxin Shi

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[CVPR26e] Audio-sync video instance editing with granularity-aware mask refiner

Haojie Zheng, Shuchen Weng, Jingqi Liu, Siqi Yang, Boxin Shi, and Xinlong Wang

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[CVPR26f] STAGE: Storyboard-anchored generation for cinematic multi-shot narrative

Peixuan Zhang, Zijian Jia, Kaiqi Liu, Shuchen Weng, Si Li, and Boxin Shi

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