Li, Yin

59 publications

ICCV 2025 AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning Yiwu Zhong, Zhuoming Liu, Yin Li, Liwei Wang

CVPR 2025 AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation Datao Tang, Xiangyong Cao, Xuan Wu, Jialin Li, Jing Yao, Xueru Bai, Dongsheng Jiang, Yin Li, Deyu Meng

NeurIPS 2025 Computation and Memory-Efficient Model Compression with Gradient Reweighting Zhiwei Li, Yuesen Liao, Binrui Wu, Yuquan Zhou, Xupeng Shi, Dongsheng Jiang, Yin Li, Weizhong Zhang

ICCV 2025 Fix-CLIP: Dual-Branch Hierarchical Contrastive Learning via Synthetic Captions for Better Understanding of Long Text Bingchao Wang, Zhiwei Ning, Jianyu Ding, Xuanang Gao, Yin Li, Dongsheng Jiang, Jie Yang, Wei Liu

NeurIPS 2025 Instant Video Models: Universal Adapters for Stabilizing Image-Based Networks Matthew Dutson, Nathan Labiosa, Yin Li, Mohit Gupta

ICML 2025 LETS Forecast: Learning Embedology for Time Series Forecasting Abrar Majeedi, Viswanatha Reddy Gajjala, Satya Sai Srinath Namburi Gnvv, Nada Magdi Elkordi, Yin Li

ICCV 2025 Learning to Inference Adaptively for Multimodal Large Language Models Zhuoyan Xu, Khoi Duc Nguyen, Preeti Mukherjee, Saurabh Bagchi, Somali Chaterji, Yingyu Liang, Yin Li

CVPR 2025 PAVE: Patching and Adapting Video Large Language Models Zhuoming Liu, Yiquan Li, Khoi Duc Nguyen, Yiwu Zhong, Yin Li

ICCV 2025 Recovering Parametric Scenes from Very Few Time-of-Flight Pixels Carter Sifferman, Yiquan Li, Yiming Li, Fangzhou Mu, Michael Gleicher, Mohit Gupta, Yin Li

ICCV 2025 Robust 3D Object Detection Using Probabilistic Point Clouds from Single-Photon LiDARs Bhavya Goyal, Felipe Gutierrez-Barragan, Wei Lin, Andreas Velten, Yin Li, Mohit Gupta

ICMLW 2024 AdaInf: Adaptive Inference for Resource-Constrained Foundation Models Zhuoyan Xu, Khoi Duc Nguyen, Preeti Mukherjee, Somali Chaterji, Yingyu Liang, Yin Li

CVPR 2024 FreeControl: Training-Free Spatial Control of Any Text-to-Image Diffusion Model with Any Condition Sicheng Mo, Fangzhou Mu, Kuan Heng Lin, Yanli Liu, Bochen Guan, Yin Li, Bolei Zhou

ECCV 2024 RICA^2: Rubric-Informed, Calibrated Assessment of Actions Abrar Majeedi, Viswanatha Reddy Gajjala, Satya Sai Srinath Namburi Gnvv, Yin Li

CVPR 2024 SnAG: Scalable and Accurate Video Grounding Fangzhou Mu, Sicheng Mo, Yin Li

CVPR 2024 Towards 3D Vision with Low-Cost Single-Photon Cameras Fangzhou Mu, Carter Sifferman, Sacha Jungerman, Yiquan Li, Mark Han, Michael Gleicher, Mohit Gupta, Yin Li

ICLR 2024 Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning Zhuoyan Xu, Zhenmei Shi, Junyi Wei, Fangzhou Mu, Yin Li, Yingyu Liang

ICCV 2023 Eventful Transformers: Leveraging Temporal Redundancy in Vision Transformers Matthew Dutson, Yin Li, Mohit Gupta

ICLRW 2023 Improving Foundation Models for Few-Shot Learning via Multitask Finetuning Zhuoyan Xu, Zhenmei Shi, Junyi Wei, Yin Li, Yingyu Liang

ICLR 2023 InPL: Pseudo-Labeling the Inliers First for Imbalanced Semi-Supervised Learning Zhuoran Yu, Yin Li, Yong Jae Lee

ICCV 2023 Learned Compressive Representations for Single-Photon 3D Imaging Felipe Gutierrez-Barragan, Fangzhou Mu, Andrei Ardelean, Atul Ingle, Claudio Bruschini, Edoardo Charbon, Yin Li, Mohit Gupta, Andreas Velten

CVPR 2023 Learning Procedure-Aware Video Representation from Instructional Videos and Their Narrations Yiwu Zhong, Licheng Yu, Yang Bai, Shangwen Li, Xueting Yan, Yin Li

WACV 2023 Spike-Based Anytime Perception Matthew Dutson, Yin Li, Mohit Gupta

CVPR 2022 3D Photo Stylization: Learning to Generate Stylized Novel Views from a Single Image Fangzhou Mu, Jian Wang, Yicheng Wu, Yin Li

ECCV 2022 3D Scene Inference from Transient Histograms Sacha Jungerman, Atul Ingle, Yin Li, Mohit Gupta

ECCV 2022 ActionFormer: Localizing Moments of Actions with Transformers Chen-Lin Zhang, Jianxin Wu, Yin Li

ECCV 2022 Egocentric Activity Recognition and Localization on a 3D mAP Miao Liu, Lingni Ma, Kiran Somasundaram, Yin Li, Kristen Grauman, James M. Rehg, Chao Li

ECCV 2022 Event Neural Networks Matthew Dutson, Yin Li, Mohit Gupta

NeurIPSW 2022 Multi-Modal 3D Human Pose Estimation Using mmWave, RGB-D, and Inertial Sensors Sizhe An, Yin Li, Umit Ogras

CVPR 2022 RegionCLIP: Region-Based Language-Image Pretraining Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao

CVPR 2022 SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles Ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji, Saurabh Bagchi, Yin Li

NeurIPS 2022 mRI: Multi-Modal 3D Human Pose Estimation Dataset Using mmWave, RGB-D, and Inertial Sensors Sizhe An, Yin Li, Umit Ogras

ICCV 2021 A Simple Baseline for Weakly-Supervised Scene Graph Generation Jing Shi, Yiwu Zhong, Ning Xu, Yin Li, Chenliang Xu

CVPR 2021 Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-Supervised Contrastive Learning Bin Li, Yin Li, Kevin W. Eliceiri

CVPR 2021 Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, Dong Yu

ICCV 2021 Learning to Generate Scene Graph from Natural Language Supervision Yiwu Zhong, Jing Shi, Jianwei Yang, Chenliang Xu, Yin Li

AAAI 2021 Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty, Mingxing Tan, Glenn Fung, Yin Li, Vikas Singh

ECCV 2020 Comprehensive Image Captioning via Scene Graph Decomposition Yiwu Zhong, Liwei Wang, Jianshu Chen, Dong Yu, Yin Li

ECCV 2020 Forecasting Human-Object Interaction: Joint Prediction of Motor Attention and Actions in First Person Video Miao Liu, Siyu Tang, Yin Li, James M. Rehg

ICLR 2020 Gradients as Features for Deep Representation Learning Fangzhou Mu, Yingyu Liang, Yin Li

NeurIPS 2018 Beyond Grids: Learning Graph Representations for Visual Recognition Yin Li, Abhinav Gupta

ECCV 2018 Compositional Learning for Human Object Interaction Keizo Kato, Yin Li, Abhinav Gupta

IJCAI 2018 Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion Yupei Wang, Xin Zhao, Yin Li, Xuecai Hu, Kaiqi Huang

ECCV 2018 In the Eye of Beholder: Joint Learning of Gaze and Actions in First Person Video Yin Li, Miao Liu, James M. Rehg

ICCVW 2017 End-to-End Visual Target Tracking in Multi-Robot Systems Based on Deep Convolutional Neural Network Yawen Cui, Bo Zhang, Wenjing Yang, Zhiyuan Wang, Yin Li, Xiaodong Yi, Yuhua Tang

WACV 2017 First-Person Action Decomposition and Zero-Shot Learning Yun C. Zhang, Yin Li, James M. Rehg

CVPR 2016 Learning Deep Structure-Preserving Image-Text Embeddings Liwei Wang, Yin Li, Svetlana Lazebnik

CVPR 2016 Unsupervised Learning of Edges Yin Li, Manohar Paluri, James M. Rehg, Piotr Dollar

WACV 2016 Where Is That Pixel in the Oblique-View Video? Yin Li, Teck Khim Ng

CVPR 2015 Delving into Egocentric Actions Yin Li, Zhefan Ye, James M. Rehg

CVPR 2015 Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization Jia Xu, Lopamudra Mukherjee, Yin Li, Jamieson Warner, James M. Rehg, Vikas Singh

ECCV 2014 Graduated Consistency-Regularized Optimization for Multi-Graph Matching Junchi Yan, Yin Li, Wei Liu, Hongyuan Zha, Xiaokang Yang, Stephen Mingyu Chu

ECCV 2014 Joint Semantic Segmentation and 3D Reconstruction from Monocular Video Abhijit Kundu, Yin Li, Frank Dellaert, Fuxin Li, James M. Rehg

CVPR 2014 The Secrets of Salient Object Segmentation Yin Li, Xiaodi Hou, Christof Koch, James M. Rehg, Alan L. Yuille

ICCV 2013 Learning to Predict Gaze in Egocentric Video Yin Li, Alireza Fathi, James M. Rehg

CVPR 2012 Learning Sparse Covariance Patterns for Natural Scenes Liwei Wang, Yin Li, Jiaya Jia, Jian Sun, David P. Wipf, James M. Rehg

ECCV 2012 Learning to Recognize Daily Actions Using Gaze Alireza Fathi, Yin Li, James M. Rehg

ECCV 2010 Optimum Subspace Learning and Error Correction for Tensors Yin Li, Junchi Yan, Yue Zhou, Jie Yang

CVPR 2005 Symmetric Stereo Matching for Occlusion Handling Jian Sun, Yin Li, Sing Bing Kang

ICCV 2001 Efficient Dense Depth Estimation from Dense Multiperspective Panoramas Yin Li, Chi-Keung Tang, Heung-Yeung Shum