Structured Attentions for Visual Question Answering. - Chen Zhu; Yanpeng Zhao; Shuaiyi Huang; Kewei Tu; Yi Ma (ICCV, 2017)

Dynamic Context Correspondence Network for Semantic Alignment. - Shuaiyi Huang; Qiuyue Wang; Songyang Zhang; Shipeng Yan; Xuming He 001 (ICCV, 2019)

Evaluation of Defogging: A Real-World Benchmark Dataset, A New Criterion and Baselines. - Shiyu Zhao; Lin Zhang 014; Shuaiyi Huang; Ying Shen 005; Shengjie Zhao 001; Yukai Yang (ICME, 2019)

Confidence-Aware Adversarial Learning for Self-supervised Semantic Matching. - Shuaiyi Huang; Qiuyue Wang; Xuming He 001 (PRCV (1), 2020)

Dehazing Evaluation: Real-World Benchmark Datasets, Criteria, and Baselines. - Shiyu Zhao; Lin Zhang 014; Shuaiyi Huang; Ying Shen 005; Shengjie Zhao 001 (IEEE Trans. Image Process., 2020)

Learning Semantic Correspondence with Sparse Annotations. - Shuaiyi Huang; Luyu Yang; Bo He 004; Songyang Zhang; Xuming He 001; Abhinav Shrivastava (ECCV (14), 2022)

Investigating Information Inconsistency in Multilingual Open-Domain Question Answering. - Shramay Palta; Haozhe An; Yifan Yang; Shuaiyi Huang; Maharshi Gor (CoRR, 2022)

Towards Scalable Neural Representation for Diverse Videos. - Bo He 004; Xitong Yang; Hanyu Wang 002; Zuxuan Wu; Hao Chen 066; Shuaiyi Huang; Yixuan Ren; Ser-Nam Lim; Abhinav Shrivastava (CVPR, 2023)

What is Point Supervision Worth in Video Instance Segmentation? - Shuaiyi Huang; De-An Huang; Zhiding Yu; Shiyi Lan; Subhashree Radhakrishnan; José M. Álvarez 004; Abhinav Shrivastava; Anima Anandkumar (CVPR Workshops, 2024)

UVIS: Unsupervised Video Instance Segmentation. - Shuaiyi Huang; Saksham Suri; Kamal Gupta 002; Sai Saketh Rambhatla; Ser-Nam Lim; Abhinav Shrivastava (CVPR Workshops, 2024)

AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models. - Xiyang Wu; Tianrui Guan; Dianqi Li; Shuaiyi Huang; Xiaoyu Liu 003; Xijun Wang 002; Ruiqi Xian; Abhinav Shrivastava; Furong Huang; Jordan L. Boyd-Graber; Tianyi Zhou 001; Dinesh Manocha (EMNLP (Findings), 2024)

ARDuP: Active Region Video Diffusion for Universal Policies. - Shuaiyi Huang; Mara Levy; Zhenyu Jiang 002; Anima Anandkumar; Yuke Zhu; Linxi Fan; De-An Huang; Abhinav Shrivastava (IROS, 2024)

TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies. - Ruijie Zheng; Yongyuan Liang; Shuaiyi Huang; Jianfeng Gao 001; Hal Daumé III; Andrey Kolobov; Furong Huang; Jianwei Yang (ICLR, 2025)

TREND: Tri-teaching for Robust Preference-based Reinforcement Learning with Demonstrations. - Shuaiyi Huang; Mara Levy; Anubhav Gupta; Daniel Ekpo; Ruijie Zheng; Abhinav Shrivastava (CoRR, 2025)

Trokens: Semantic-Aware Relational Trajectory Tokens for Few-Shot Action Recognition. - Pulkit Kumar; Shuaiyi Huang; Matthew Walmer; Sai Saketh Rambhatla; Abhinav Shrivastava (CoRR, 2025)