| 2025 | AAAI | Conditional Latent Coding with Learnable Synthesized Reference for Deep Image Compression. | Siqi Wu, Yinda Chen, Dong Liu, Zhihai He |
| 2025 | AAAI | Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations. | Yi Zhang, Chun-Wun Cheng, Junyi He, Zhihai He, Carola-Bibiane Schnlieb, Yuyan Chen, Angelica I. Avils-Rivero |
| 2024 | AAAI | Cross-Constrained Progressive Inference for 3D Hand Pose Estimation with Dynamic Observer-Decision-Adjuster Networks. | Zhehan Kan, Xueting Hu, Zihan Liao, Ke Yu, Zhihai He |
| 2024 | AAAI | Concept-Guided Prompt Learning for Generalization in Vision-Language Models. | Yi Zhang, Ce Zhang, Ke Yu, Yushun Tang, Zhihai He |
| 2024 | ACCV | Window-Based Channel Attention for Wavelet-Enhanced Learned Image Compression. | Heng Xu, Bowen Hai, Yushun Tang, Zhihai He |
| 2024 | ECCV | Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-Time Adaptation. | Yushun Tang, Shuoshuo Chen, Zhihe Lu, Xinchao Wang, Zhihai He |
| 2024 | ECCV | Conceptual Codebook Learning for Vision-Language Models. | Yi Zhang, Ke Yu, Siqi Wu, Zhihai He |
| 2024 | ICASSP | Learning Inference-Time Drift Sensor-Actuator for Domain Generalization. | Shuoshuo Chen, Yushun Tang, Zhehan Kan, Zhihai He |
| 2024 | WACV | Learning to Adapt CLIP for Few-Shot Monocular Depth Estimation. | Xueting Hu, Ce Zhang, Yi Zhang, Bowen Hai, Ke Yu, Zhihai He |
| 2023 | BMVC | BDC-Adapter: Brownian Distance Covariance for Better Vision-Language Reasoning. | Yi Zhang, Ce Zhang, Zihan Liao, Yushun Tang, Zhihai He |
| 2023 | CVPR | Self-Correctable and Adaptable Inference for Generalizable Human Pose Estimation. | Zhehan Kan, Shuoshuo Chen, Ce Zhang, Yushun Tang, Zhihai He |
| 2023 | CVPR | Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation. | Yushun Tang, Ce Zhang, Heng Xu, Shuoshuo Chen, Jie Cheng, Luziwei Leng, Qinghai Guo, Zhihai He |
| 2023 | ICIP | Cross-Inferential Networks for Source-Free Unsupervised Domain Adaptation. | Yushun Tang, Qinghai Guo, Zhihai He |
| 2022 | ECCV | Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation. | Zhehan Kan, Shuoshuo Chen, Zeng Li, Zhihai He |
| 2021 | CHI | Powering TV Experiences with Anytime Environmental Exploration. | Celina Ma, Haohong Wang, Hao Sun, Elliot van Huijgevoort, Mea Wang, Zhihai He |
| 2021 | CVPR | Spatial Assembly Networks for Image Representation Learning. | Yang Li, Shichao Kan, Jianhe Yuan, Wenming Cao, Zhihai He |
| 2021 | CVPR | Relative Order Analysis and Optimization for Unsupervised Deep Metric Learning. | Shichao Kan, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He |
| 2021 | ICCV | Consistency-Sensitivity Guided Ensemble Black-Box Adversarial Attacks in Low-Dimensional Spaces. | Jianhe Yuan, Zhihai He |
| 2021 | LCN | A Networked Social Virtual Reality Learning Environment Platform for Special Education. | Roland Oruche, Vaibhav Akashe, Samaikya Valluripally, Aniket Gulhane, Prasad Calyam, Janine Stichter, Zhihai He |
| 2020 | CVPR | Reciprocal Learning Networks for Human Trajectory Prediction. | Hao Sun, Zhiqun Zhao, Zhihai He |
| 2020 | CVPR | Ensemble Generative Cleaning With Feedback Loops for Defending Adversarial Attacks. | Jianhe Yuan, Zhihai He |
| 2020 | ECCV | Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering Loss. | Yang Li, Shichao Kan, Zhihai He |
| 2017 | ICASSP | Rate-coverage analysis and optimization for joint audio-video multimedia retrieval. | Guanghan Ning, Zhi Zhang, Xiaobo Ren, Haohong Wang, Zhihai He |
| 2017 | ICIP | Object segmentation in the deep neural network feature domain from highly cluttered natural scenes. | Hayder Yousif, Zhihai He, Roland Kays |
| 2017 | ISCAS | Spatially supervised recurrent convolutional neural networks for visual object tracking. | Guanghan Ning, Zhi Zhang, Chen Huang, Xiaobo Ren, Haohong Wang, Canhui Cai, Zhihai He |
| 2017 | ISCAS | Fast human-animal detection from highly cluttered camera-trap images using joint background modeling and deep learning classification. | Hayder Yousif, Jianhe Yuan, Roland Kays, Zhihai He |
| 2016 | ISCAS | HEVC compressed domain moving object detection and classfication. | Liang Zhao, Debin Zhao, Xiaopeng Fan, Zhihai He |
| 2016 | WACV | Task-driven progressive part localization for fine-grained recognition. | Chen Huang, Zhihai He |
| 2015 | ICIP | Scene text detection based on component-level fusion and region-level verification. | Guanghan Ning, Tony X. Han, Zhihai He |
| 2015 | ICIP | Coupled ensemble graph cuts and object verification for animal segmentation from highly cluttered videos. | Zhi Zhang, Tony X. Han, Zhihai He |
| 2014 | BMVC | Randomized Support Vector Forest. | Xutao Lv, Tony X. Han, Zicheng Liu, Zhihai He |
| 2014 | ICIP | Deep convolutional neural network based species recognition for wild animal monitoring. | Guobin Chen, Tony X. Han, Zhihai He, Roland Kays, Tavis Forrester |
| 2013 | CVPR | Ensemble Video Object Cut in Highly Dynamic Scenes. | Xiaobo Ren, Tony X. Han, Zhihai He |
| 2012 | ACCV | Histogram of Oriented Normal Vectors for Object Recognition with a Depth Sensor. | Shuai Tang, Xiaoyu Wang, Xutao Lv, Tony X. Han, James Keller, Zhihai He, Marjorie Skubic, Shihong Lao |
| 2012 | ICIP | Semi-supervised learning for robust car windshield tracking and monitoring in live traffic videos. | Zhongna Zhou, Tony X. Han, Zhihai He |
| 2012 | VCIP | Integrated camera and sensor networks: Algorithms, design, and applications. | Zhihai He |
| 2010 | ICASSP | Local structure learning and prediction for efficient lossless image compression. | Xiwen Zhao, Zhihai He |
| 2010 | VCIP | Reconstruction for distributed video coding: a Markov random field approach with context-adaptive smoothness prior. | Yongsheng Zhang, Hongkai Xiong, Zhihai He, Songyu Yu |
| 2009 | ICCV | Building recognition using sketch-based representations and spectral graph matching. | Yu-Chia Chung, Tony X. Han, Zhihai He |
| 2009 | ISCAS | Video-based Activity Monitoring for Indoor Environments. | Zhongna Zhou, Xi Chen, Yu-Chia Chung, Zhihai He, Tony X. Han, James M. Keller |
| 2009 | PCS | Efficient H.264 video coding with a working memory of objects. | Wenqing Dai, Yu Sun, Zhihai He |
| 2009 | PCS | Packet-level transmission distortion analysis for video streaming over mesh networks. | Yongfei Zhang, Shiyin Qin, Zhihai He |
| 2009 | PCS | Lossless image compression using super-spatial prediction of structural components. | Xiwen Zhao, Zhihai He |
| 2008 | ICCCN | Adaptive Critic Design for Energy Minimization of Portable Video Communication Devices. | Zhao Sun, Xi Chen, Zhihai He |
| 2008 | ICIP | A novel incremental rate control scheme for H.264 video coding. | Yu Sun, Yimin Zhou, Zhidan Feng, Zhihai He |
| 2008 | ISCAS | Side information generation with constrained relaxation for distributed multi-view video coding. | Hui Lv, Hongkai Xiong, Yongsheng Zhang, Zhihai He |
| 2007 | ICIP | Peak Transform - A Nonlinear Transform for Efficient Image Representation and Coding. | Zhihai He |
| 2007 | ICIP | Distributed Rate Allocation and Performance Optimization for Video Communication Over Mesh Networks. | Bo Wang, Zhihai He, Yu Sun |
| 2007 | ISCAS | Low-Complexity and Reliable Moving Objects Detection and Tracking for Aerial Video Surveillance with Small UAVS. | Yu-Chia Chung, Zhihai He |
| 2007 | ISCAS | Peak Transform for Efficient Image Representation and Coding. | Zhihai He |
| 2007 | ISCAS | Distributed Optimization Over Wireless Sensor Networks using Swarm Intelligence. | Bo Wang, Zhihai He |
| 2007 | VCIP | Image compression using constrained relaxation. | Zhihai He |
| 2007 | VCIP | Cross-layer optimization for wireless video communication. | Dapeng Oliver Wu, Zhihai He |
| 2006 | ICIP | Doubling of the Operational Lifetime of Portable Video Communication Devices Using Power-Rate-Distortion Analysis and Control. | Wenye Cheng, Xi Chen, Zhihai He |
| 2006 | ICIP | Adaptive Silouette Extraction and Human Tracking in Complex and Dynamic Environments. | Xi Chen, Zhihai He, Derek Anderson, James M. Keller, Marjorie Skubic |
| 2006 | ICIP | Performance Optimization of Wireless Video Sensor Networks using Swarm Optimization with Convex Mapping. | Bo Wang, Zhihai He |
| 2005 | GLOBECOM | Transmission distortion modeling for wireless video communication. | Janak U. Dani, Zhihai He, Hongkai Xiong |
| 2005 | GLOBECOM | Performance analysis of wireless video sensors in video surveillance. | Zhihai He, Dapeng Wu |
| 2005 | ICIP | MPEG-4 video streaming quality evaluation in IEEE 802.11e WLANs. | Deyun Gao, Jianfei Cai, Paul Bao, Zhihai He |
| 2004 | ICIP | Optimal retransmission timeout selection for delay-constrainfd multimedia communications. | Jianfei Cai, Wenning Zhan, Zhihai He |
| 2004 | ICIP | Lowpass filtering of rate-distortion functions for quality smoothing for real-time video recording and streaming. | Zhihai He, Chang Wen Chen, Jianfei Cai |
| 2004 | VCIP | A half D1 MPEG-4 encoder on the BSP-15 DSP. | Lulin Chen, Zhihai He, Chang Wen Chen, Michael A. Isnardi |
| 2004 | VCIP | Automatic video object detection and mask signal removal for efficient video preprocessing. | Zhihai He |
| 2004 | VCIP | Effective quality analysis for video streaming over wireless ad hoc network. | Zhihai He, Chang Wen Chen |
| 2004 | VCIP | Power-rate-distortion analysis for wireless video communication under energy constraint. | Zhihai He, Yongfang Liang, Ishfaq Ahmad |
| 2002 | ICIP | Optimal bit allocation for low bit rate video streaming applications. | Jianfei Cai, Zhihai He, Chang Wen Chen |
| 2002 | VCIP | Encoder-based rate smoothing and quality control for low-delay video coding and communication. | Zhihai He, Chang Wen Chen |
| 2002 | VCIP | ?-domain optimum bit allocation and accurate rate control for DCT video coding. | Zhihai He, Chang Wen Chen |
| 2001 | ICASSP | ρ-domain source modeling and rate control for video coding and transmission. | Zhihai He, Yong Kwan Kim, Sanjit K. Mitra |
| 2001 | ICASSP | A novel linear source model and a unified rate control algorithm for H.263/MPEG-2/MPEG-4. | Yong Kwan Kim, Zhihai He, Sanjit K. Mitra |
| 2001 | ICIP | P-domain bit allocation and rate control for real time video coding. | Zhihai He, Sanjit K. Mitra |
| 2000 | ICIP | Optimal Quantization Error Feedback Filters for Wavelet Image Compression. | Zhihai He, Sanjit K. Mitra |
| 2000 | ICIP | Blockwise Zero Mapping Image Coding. | Zhihai He, Tian-Hu Yu, Sanjit K. Mitra |
| 2000 | ICIP | Simple and Efficient Wavelet Image Compression. | Tian-Hu Yu, Zhihai He, Sanjit K. Mitra |