Li, Xinyu

38 publications

AAAI 2025 DZAD: Diffusion-Based Zero-Shot Anomaly Detection Tianrui Zhang, Liang Gao, Xinyu Li, Yiping Gao

CVPRW 2025 DeclutterNeRF: Generative-Free 3D Scene Recovery for Occlusion Removal Wanzhou Liu, Zhexiao Xiong, Xinyu Li, Nathan Jacobs

CVPRW 2025 Efficient VideoMAE via Temporal Progressive Training Xianhang Li, Peng Wang, Xinyu Li, Heng Wang, Hongru Zhu, Cihang Xie

WACV 2025 GEXIA: Granularity Expansion and Iterative Approximation for Scalable Multi-Grained Video-Language Learning Yicheng Wang, Zhikang Zhang, Jue Wang, David Fan, Zhenlin Xu, Linda Liu, Xiang Hao, Vimal Bhat, Xinyu Li

IJCAI 2025 GarmentDiffusion: 3D Garment Sewing Pattern Generation with Multimodal Diffusion Transformers Xinyu Li, Qi Yao, Yuanda Wang

WACV 2025 Now You See Me: Context-Aware Automatic Audio Description Seon-Ho Lee, Jue Wang, David Fan, Zhikang Zhang, Linda Liu, Xiang Hao, Vimal Bhat, Xinyu Li

NeurIPS 2025 PAC-Bayes Bounds for Multivariate Linear Regression and Linear Autoencoders Ruixin Guo, Ruoming Jin, Xinyu Li, Yang Zhou

NeurIPS 2025 Sample-Efficient Tabular Self-Play for Offline Robust Reinforcement Learning Na Li, Zewu Zheng, Wei Ni, Hangguan Shan, Wenjie Zhang, Xinyu Li

ICCV 2025 SemiVisBooster: Boosting Semi-Supervised Learning for Fine-Grained Classification Through Pseudo-Label Semantic Guidance Wenjin Zhang, Xinyu Li, Chenyang Gao, Ivan Marsic

NeurIPS 2025 Towards Accurate Time Series Forecasting via Implicit Decoding Xinyu Li, Yuchen Luo, Hao Wang, Haoxuan Li, Liuhua Peng, Feng Liu, Yandong Guo, Kun Zhang, Mingming Gong

AAAI 2024 Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract) Ryan Schuerkamp, Xinyu Li, Brian Kunzer, Leonard S. Weiss, Hernando Gómez, Francis X. Guyette, Michael R. Pinsky, Artur Dubrawski

ICLRW 2024 Personalized Language Modeling from Personalized Human Feedback Xinyu Li, Zachary Chase Lipton, Liu Leqi

NeurIPSW 2024 Personalized Language Modeling from Personalized Human Feedback Xinyu Li, Ruiyang Zhou, Zachary Chase Lipton, Liu Leqi

ECCV 2024 Text-Guided Video Masked Autoencoder David Fan, Jue Wang, Shuai Liao, Zhikang Zhang, Vimal Bhat, Xinyu Li

NeurIPS 2024 Video Token Merging for Long Video Understanding Seon-Ho Lee, Jue Wang, Zhikang Zhang, David Fan, Xinyu Li

ICML 2023 Difference-in-Differences Meets Tree-Based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding Caizhi Tang, Huiyuan Wang, Xinyu Li, Qing Cui, Longfei Li, Jun Zhou

WACV 2023 Discrete Cosin TransFormer: Image Modeling from Frequency Domain Xinyu Li, Yanyi Zhang, Jianbo Yuan, Hanlin Lu, Yibo Zhu

ICLRW 2023 Look Globally and Locally: Inter-Intra Contrastive Learning from Unlabeled Videos David Fan, Deyu Yang, Xinyu Li, Vimal Bhat, Rohith Mv

ICCV 2023 MEGA: Multimodal Alignment Aggregation and Distillation for Cinematic Video Segmentation Najmeh Sadoughi, Xinyu Li, Avijit Vajpayee, David Fan, Bing Shuai, Hector Santos-Villalobos, Vimal Bhat, Rohith Mv

ICCV 2023 Motion-Guided Masking for Spatiotemporal Representation Learning David Fan, Jue Wang, Shuai Liao, Yi Zhu, Vimal Bhat, Hector Santos-Villalobos, Rohith Mv, Xinyu Li

CVPR 2023 Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens Yuxiao Chen, Jianbo Yuan, Yu Tian, Shijie Geng, Xinyu Li, Ding Zhou, Dimitris N. Metaxas, Hongxia Yang

NeurIPS 2022 Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding Caizhi Tang, Huiyuan Wang, Xinyu Li, Qing Cui, Ya-Lin Zhang, Feng Zhu, Longfei Li, Jun Zhou, Linbo Jiang

CVPR 2022 Id-Free Person Similarity Learning Bing Shuai, Xinyu Li, Kaustav Kundu, Joseph Tighe

WACV 2022 NUTA: Non-Uniform Temporal Aggregation for Action Recognition Xinyu Li, Chunhui Liu, Bing Shuai, Yi Zhu, Hao Chen, Joseph Tighe

ACML 2022 Robust Direct Learning for Causal Data Fusion Xinyu Li, Yilin Li, Qing Cui, Longfei Li, Jun Zhou

WACV 2022 SSCAP: Self-Supervised Co-Occurrence Action Parsing for Unsupervised Temporal Action Segmentation Zhe Wang, Hao Chen, Xinyu Li, Chunhui Liu, Yuanjun Xiong, Joseph Tighe, Charless Fowlkes

CVPR 2022 Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models Feng Cheng, Mingze Xu, Yuanjun Xiong, Hao Chen, Xinyu Li, Wei Li, Wei Xia

CVPR 2022 TubeR: Tubelet Transformer for Video Action Detection Jiaojiao Zhao, Yanyi Zhang, Xinyu Li, Hao Chen, Bing Shuai, Mingze Xu, Chunhui Liu, Kaustav Kundu, Yuanjun Xiong, Davide Modolo, Ivan Marsic, Cees G. M. Snoek, Joseph Tighe

CVPR 2022 What to Look at and Where: Semantic and Spatial Refined Transformer for Detecting Human-Object Interactions A S M Iftekhar, Hao Chen, Kaustav Kundu, Xinyu Li, Joseph Tighe, Davide Modolo

NeurIPS 2021 Long Short-Term Transformer for Online Action Detection Mingze Xu, Yuanjun Xiong, Hao Chen, Xinyu Li, Wei Xia, Zhuowen Tu, Stefano Soatto

CVPR 2021 Multi-Label Activity Recognition Using Activity-Specific Features and Activity Correlations Yanyi Zhang, Xinyu Li, Ivan Marsic

ICCV 2021 Selective Feature Compression for Efficient Activity Recognition Inference Chunhui Liu, Xinyu Li, Hao Chen, Davide Modolo, Joseph Tighe

CVPR 2021 SiamMOT: Siamese Multi-Object Tracking Bing Shuai, Andrew Berneshawi, Xinyu Li, Davide Modolo, Joseph Tighe

ICCV 2021 VidTr: Video Transformer Without Convolutions Yanyi Zhang, Xinyu Li, Chunhui Liu, Bing Shuai, Yi Zhu, Biagio Brattoli, Hao Chen, Ivan Marsic, Joseph Tighe

ICCVW 2021 Video Contrastive Learning with Global Context Haofei Kuang, Yi Zhu, Zhi Zhang, Xinyu Li, Joseph Tighe, Sören Schwertfeger, Cyrill Stachniss, Mu Li

ECCV 2020 Directional Temporal Modeling for Action Recognition Xinyu Li, Bing Shuai, Joseph Tighe

MLHC 2019 Dynamically Personalized Detection of Hemorrhage Chirag Nagpal, Xinyu Li, Michael R. Pinsky, Artur Dubrawski

ICCVW 2019 Instance-Based Video Search via Multi-Task Retrieval and Re-Ranking Zhicheng Zhao, Guanyu Chen, Chong Chen, Xinyu Li, Xuanlu Xiang, Yanyun Zhao, Fei Su