| 2026 | AAAI | TraceTrans: Translation and Spatial Tracing for Surgical Prediction. | Xiyu Luo, Haodong Li, Xinxing Cheng, He Zhao, Yang Hu, Xuan Song, Tianyang Zhang |
| 2026 | ACL | Safeguarding LLM Fine-tuning via Push-Pull Distributional Alignment. | Haozhong Wang, Zhuo Li, Yibo Yang, He Zhao, Hongyuan Zha, Dandan Guo |
| 2026 | ICDE | Banknote-Chain: Achieving User-Incentivized Parallelism in Blockchain via a Banknote-Inspired Transaction Model. | Zhiyu Ma, Xiaofeng Li, He Zhao, Tong Zhou, Nianzu Sheng, Haotian Cheng |
| 2025 | AAAI | MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer. | Divyanshu Mishra, Pramit Saha, He Zhao, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble |
| 2025 | ACL | Neural Topic Modeling with Large Language Models in the Loop. | Xiaohao Yang, He Zhao, Weijie Xu, Yuanyuan Qi, Jueqing Lu, Dinh Phung, Lan Du |
| 2025 | CVPR | Balancing Two Classifiers via A Simplex ETF Structure for Model Calibration. | Jiani Ni, He Zhao, Jintong Gao, Dandan Guo, Hongyuan Zha |
| 2025 | CVPR | Beyond Words: Augmenting Discriminative Richness via Diffusions in Unsupervised Prompt Learning. | Hairui Ren, Fan Tang, He Zhao, Zixuan Wang, Dandan Guo, Yi Chang |
| 2025 | CVPR | FedAWA: Adaptive Optimization of Aggregation Weights in Federated Learning Using Client Vectors. | Changlong Shi, He Zhao, Bingjie Zhang, Mingyuan Zhou, Dandan Guo, Yi Chang |
| 2025 | CVPR | Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized? | Jianyang Xie, Yitian Zhao, Yanda Meng, He Zhao, Anh Nguyen, Yalin Zheng |
| 2025 | ICECCS | Single Image Defocus Deblurring in Photography Systems. | He Zhao, Shenggui Ling, Hongmin Zhan, Rui Shi |
| 2025 | ICLR | FedLWS: Federated Learning with Adaptive Layer-wise Weight Shrinking. | Changlong Shi, Jinmeng Li, He Zhao, Dandan Guo, Yi Chang |
| 2025 | ICLR | DRL: Decomposed Representation Learning for Tabular Anomaly Detection. | Hangting Ye, He Zhao, Wei Fan, Mingyuan Zhou, Dandan Guo, Yi Chang |
| 2025 | ICML | Rnyi Neural Processes. | Xuesong Wang, He Zhao, Edwin V. Bonilla |
| 2025 | IJCNN | Global and Local Attention for Single Image Defocus Deblurring. | Shenggui Ling, Hongmin Zhan, He Zhao, Rui Shi |
| 2025 | ICRA | High-Resolution Reconstruction of Non-Planar Tactile Patterns From Low-Resolution Taxel-Based Tactile Sensors. | Chen Zhou, He Zhao, Qian Liu |
| 2025 | MICCAI | tHPM-LDM: Integrating Individual Historical Record with Population Memory in Latent Diffusion-Based Glaucoma Forecasting. | Yuheng Fan, Jianyang Xie, Yimin Luo, Yanda Meng, Savita Madhusudhan, Gregory Yoke Hong Lip, Li Cheng, Yalin Zheng, He Zhao |
| 2025 | MICCAI | GLCP: Global-to-Local Connectivity Preservation for Tubular Structure Segmentation. | Feixiang Zhou, Zhuangzhi Gao, He Zhao, Jianyang Xie, Yanda Meng, Yitian Zhao, Gregory Yoke Hong Lip, Yalin Zheng |
| 2024 | CVPR | Selective, Interpretable and Motion Consistent Privacy Attribute Obfuscation for Action Recognition. | Filip Ilic, He Zhao, Thomas Pock, Richard P. Wildes |
| 2024 | ICASSP | Audio Deepfake Detection With Self-Supervised Wavlm And Multi-Fusion Attentive Classifier. | Yinlin Guo, Haofan Huang, Xi Chen, He Zhao, Yuehai Wang |
| 2024 | ICLR | PTaRL: Prototype-based Tabular Representation Learning via Space Calibration. | Hangting Ye, Wei Fan, Xiaozhuang Song, Shun Zheng, He Zhao, Dandan Guo, Yi Chang |
| 2024 | ICML | Distribution Alignment Optimization through Neural Collapse for Long-tailed Classification. | Jintong Gao, He Zhao, Dandan Guo, Hongyuan Zha |
| 2024 | ICML | Optimal Transport for Structure Learning Under Missing Data. | Vy Vo, He Zhao, Trung Le, Edwin V. Bonilla, Dinh Phung |
| 2024 | ICML | Parameter Estimation in DAGs from Incomplete Data via Optimal Transport. | Vy Vo, Trung Le, Long Tung Vuong, He Zhao, Edwin V. Bonilla, Dinh Phung |
| 2024 | ICPR | Neural Topic Model with Distance Awareness. | Shangyu Chen, He Zhao, Viet H. Huynh, Dinh Q. Phung, Jianfei Cai |
| 2024 | IJCNN | Continuous Target Speech Extraction: Enhancing Personalized Diarization and Extraction on Complex Recordings. | He Zhao, Hangting Chen, Jianwei Yu, Yuehai Wang |
| 2024 | MICCAI | Coral-CVDs: A Consistent Ordinal Regression Model for Cardiovascular Diseases Grading. | Zhuangzhi Gao, He Zhao, Zhongli Wu, Yuankai Wang, Gregory Yoke Hong Lip, Alena Shantsila, Eduard Shantsila, Yalin Zheng |
| 2024 | MICCAI | STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos. | Divyanshu Mishra, Pramit Saha, He Zhao, Olga Patey, Aris T. Papageorghiou, J. Alison Noble |
| 2024 | MICCAI | Multi-disease Detection in Retinal Images Guided by Disease Causal Estimation. | Jianyang Xie, Xiuju Chen, Yitian Zhao, Yanda Meng, He Zhao, Anh Nguyen, Xiaoxin Li, Yalin Zheng |
| 2024 | MICCAI | CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-Aware Prompting. | Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang, Huazhu Fu, Yitian Zhao, Yalin Zheng, Yanda Meng |
| 2024 | WCNC | Moving Target Elliptic Localization in Distributed OTFS Radars. | Chao Wang, Buyi Li, Songyuan Yang, Yijing Zhao, Jin Zhang, He Zhao |
| 2023 | CVPR | MED-VT: Multiscale Encoder-Decoder Video Transformer with Application to Object Segmentation. | Rezaul Karim, He Zhao, Richard P. Wildes, Mennatullah Siam |
| 2023 | CVPR | Ranking Regularization for Critical Rare Classes: Minimizing False Positives at a High True Positive Rate. | Kiarash Mohammadi, He Zhao, Mengyao Zhai, Frederick Tung |
| 2023 | ICML | Transformed Distribution Matching for Missing Value Imputation. | He Zhao, Ke Sun, Amir Dezfouli, Edwin V. Bonilla |
| 2023 | ICML | Vector Quantized Wasserstein Auto-Encoder. | Long Tung Vuong, Trung Le, He Zhao, Chuanxia Zheng, Mehrtash Harandi, Jianfei Cai, Dinh Q. Phung |
| 2023 | ICPP | BlockPilot: A Proposer-Validator Parallel Execution Framework for Blockchain. | Haowen Zhang, Jing Li, He Zhao, Tong Zhou, Nianzu Sheng, Hengyu Pan |
| 2023 | KDD | Feature-based Learning for Diverse and Privacy-Preserving Counterfactual Explanations. | Vy Vo, Trung Le, Van Nguyen, He Zhao, Edwin V. Bonilla, Gholamreza Haffari, Dinh Q. Phung |
| 2023 | MICCAI | Dual Conditioned Diffusion Models for Out-of-Distribution Detection: Application to Fetal Ultrasound Videos. | Divyanshu Mishra, He Zhao, Pramit Saha, Aris T. Papageorghiou, J. Alison Noble |
| 2023 | MICCAI | Cross-Adversarial Local Distribution Regularization for Semi-supervised Medical Image Segmentation. | Thanh Nguyen-Duc, Trung Le, Roland Bammer, He Zhao, Jianfei Cai, Dinh Q. Phung |
| 2023 | MICCAI | Ultrasound Video Segmentation with Adaptive Temporal Memory. | He Zhao, Qianhui Men, Alexander D. Gleed, Aris T. Papageorghiou, J. Alison Noble |
| 2023 | WACV | Adversarial local distribution regularization for knowledge distillation. | Thanh Nguyen-Duc, Trung Le, He Zhao, Jianfei Cai, Dinh Phung |
| 2022 | AISTATS | On Global-view Based Defense via Adversarial Attack and Defense Risk Guaranteed Bounds. | Trung Le, Anh Tuan Bui, Le Minh Tri Tue, He Zhao, Paul Montague, Quan Hung Tran, Dinh Q. Phung |
| 2022 | AISTATS | Particle-based Adversarial Local Distribution Regularization. | Thanh Nguyen-Duc, Trung Le, He Zhao, Jianfei Cai, Dinh Q. Phung |
| 2022 | CVPR | P | He Zhao, Isma Hadji, Nikita Dvornik, Konstantinos G. Derpanis, Richard P. Wildes, Allan D. Jepson |
| 2022 | ECCV | Sports Video Analysis on Large-Scale Data. | Dekun Wu, He Zhao, Xingce Bao, Richard P. Wildes |
| 2022 | ICLR | Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings. | Dongsheng Wang, Dandan Guo, He Zhao, Huangjie Zheng, Korawat Tanwisuth, Bo Chen, Mingyuan Zhou |
| 2022 | ICLR | A Unified Wasserstein Distributional Robustness Framework for Adversarial Training. | Anh Tuan Bui, Trung Le, Quan Hung Tran, He Zhao, Dinh Q. Phung |
| 2022 | MICCAI | Towards Unsupervised Ultrasound Video Clinical Quality Assessment with Multi-modality Data. | He Zhao, Qingqing Zheng, Clare Teng, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble |
| 2022 | NAACL | A Label-Aware Autoregressive Framework for Cross-Domain NER. | Jinpeng Hu, He Zhao, Dan Guo, Xiang Wan, Tsung-Hui Chang |
| 2022 | UAI | Cycle class consistency with distributional optimal transport and knowledge distillation for unsupervised domain adaptation. | Tuan Nguyen, Van Nguyen, Trung Le, He Zhao, Quan Hung Tran, Dinh Q. Phung |
| 2021 | AAAI | Improving Ensemble Robustness by Collaboratively Promoting and Demoting Adversarial Robustness. | Tuan-Anh Bui, Trung Le, He Zhao, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Dinh Phung |
| 2021 | EMNLP | Neural Attention-Aware Hierarchical Topic Model. | Yuan Jin, He Zhao, Ming Liu, Lan Du, Wray L. Buntine |
| 2021 | ICCV | Where are you heading? Dynamic Trajectory Prediction with Expert Goal Examples. | He Zhao, Richard P. Wildes |
| 2021 | ICLR | Neural Topic Model via Optimal Transport. | He Zhao, Dinh Phung, Viet Huynh, Trung Le, Wray L. Buntine |
| 2021 | IJCAI | Optimal Transport for Deep Generative Models: State of the Art and Research Challenges. | Viet Huynh, Dinh Q. Phung, He Zhao |
| 2021 | IJCAI | Towards Cross-View Consistency in Semantic Segmentation While Varying View Direction. | Xin Tong, Xianghua Ying, Yongjie Shi, He Zhao, Ruibin Wang |
| 2021 | IJCAI | Topic Modelling Meets Deep Neural Networks: A Survey. | He Zhao, Dinh Q. Phung, Viet Huynh, Yuan Jin, Lan Du, Wray L. Buntine |
| 2021 | MICCAI | Peripapillary Atrophy Segmentation with Boundary Guidance. | Mengxuan Li, He Zhao, Jie Xu, Huiqi Li |
| 2021 | UAI | Most: multi-source domain adaptation via optimal transport for student-teacher learning. | Tuan Nguyen, Trung Le, He Zhao, Quan Hung Tran, Truyen Nguyen, Dinh Q. Phung |
| 2020 | ACL | SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms Extraction. | He Zhao, Longtao Huang, Rong Zhang, Quan Lu, Hui Xue |
| 2020 | AISTATS | Variational Autoencoders for Sparse and Overdispersed Discrete Data. | He Zhao, Piyush Rai, Lan Du, Wray L. Buntine, Dinh Phung, Mingyuan Zhou |
| 2020 | CVPR | RDCFace: Radial Distortion Correction for Face Recognition. | He Zhao, Xianghua Ying, Yongjie Shi, Xin Tong, Jingsi Wen, Hongbin Zha |
| 2020 | ECCV | Improving Adversarial Robustness by Enforcing Local and Global Compactness. | Tuan-Anh Bui, Trung Le, He Zhao, Paul Montague, Olivier Y. DeVel, Tamas Abraham, Dinh Q. Phung |
| 2020 | ECCV | On Diverse Asynchronous Activity Anticipation. | He Zhao, Richard P. Wildes |
| 2020 | HCI | Study on the External Ear Size of Chinese Minors for Product Design. | Linghua Ran, He Zhao, Zhongting Wang |
| 2020 | ICIP | A Simple Yet Effective Pipeline For Radial Distortion Correction. | He Zhao, Yongjie Shi, Xin Tong, Xianghua Ying, Hongbin Zha |
| 2020 | ICIP | Qamface: Quadratic Additive Angular Margin Loss For Face Recognition. | He Zhao, Yongjie Shi, Xin Tong, Xianghua Ying, Hongbin Zha |
| 2020 | ICPR | Explain2Attack: Text Adversarial Attacks via Cross-Domain Interpretability. | Mahmoud Hossam, Trung Le, He Zhao, Dinh Phung |
| 2020 | ICPR | Position-aware and Symmetry Enhanced GAN for Radial Distortion Correction. | Yongjie Shi, Xin Tong, Jingsi Wen, He Zhao, Xianghua Ying, Hongbin Zha |
| 2020 | ICPR | G-FAN: Graph-Based Feature Aggregation Network for Video Face Recognition. | He Zhao, Yongjie Shi, Xin Tong, Jingsi Wen, Xianghua Ying, Hongbin Zha |
| 2020 | ICRA | 3D Orientation Estimation and Vanishing Point Extraction from Single Panoramas Using Convolutional Neural Network. | Yongjie Shi, Xin Tong, Jingsi Wen, He Zhao, Xianghua Ying, Hongbin Zha |
| 2020 | SIGIR | SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression. | Jinming Zhao, Ming Liu, Longxiang Gao, Yuan Jin, Lan Du, He Zhao, He Zhang, Gholamreza Haffari |
| 2019 | ACL | Leveraging Meta Information in Short Text Aggregation. | He Zhao, Lan Du, Guanfeng Liu, Wray L. Buntine |
| 2019 | APWEB | In Pursuit of Social Capital: Upgrading Social Circle Through Edge Rewiring. | Qian Chen, Hongyi Su, Jiamou Liu, Bo Yan, Hong Zheng, He Zhao |
| 2019 | EMNLP | A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature. | He Zhao, Zhunchen Luo, Chong Feng, Anqing Zheng, Xiaopeng Liu |
| 2019 | ICCV | Foreground-Aware Pyramid Reconstruction for Alignment-Free Occluded Person Re-Identification. | Lingxiao He, Yinggang Wang, Wu Liu, He Zhao, Zhenan Sun, Jiashi Feng |
| 2019 | ICCV | Spatiotemporal Feature Residual Propagation for Action Prediction. | He Zhao, Rick Wildes |
| 2019 | ICIP | Three Orthogonal Vanishing Points Estimation in Structured Scenes Using Convolutional Neural Networks. | Yongjie Shi, Danfeng Zhang, Jingsi Wen, Xin Tong, He Zhao, Xianghua Ying, Hongbin Zha |
| 2019 | KSEM | A Shallow Semantic Parsing Framework for Event Argument Extraction. | Zhunchen Luo, Guobin Sui, He Zhao, Xiaosong Li |
| 2019 | MICCAI | Data-Driven Enhancement of Blurry Retinal Images via Generative Adversarial Networks. | He Zhao, Bingyu Yang, Lvchen Cao, Huiqi Li |
| 2019 | PRICAI | A Reinforcement Learning Approach to Gaining Social Capital with Partial Observation. | He Zhao, Hongyi Su, Yang Chen, Jiamou Liu, Hong Zheng, Bo Yan |
| 2019 | SIGIR | A Context-based Framework for Resource Citation Classification in Scientific Literatures. | He Zhao, Zhunchen Luo, Chong Feng, Yuming Ye |
| 2019 | WISE | Can Reinforcement Learning Enhance Social Capital? | He Zhao, Hongyi Su, Yang Chen, Jiamou Liu, Bo Yan, Hong Zheng |
| 2018 | AISTATS | Bayesian Multi-label Learning with Sparse Features and Labels, and Label Co-occurrences. | He Zhao, Piyush Rai, Lan Du, Wray L. Buntine |
| 2018 | FPGA | A Self-adaptation Method of Fitting Convolutional Neural Network into FPGA: Abstract Only). | Ning Mao, Zhihong Huang, Xing Wei, He Zhao, Xinkai Di, Le Yu, Haigang Yang |
| 2018 | ICML | Inter and Intra Topic Structure Learning with Word Embeddings. | He Zhao, Lan Du, Wray L. Buntine, Mingyuan Zhou |
| 2018 | ICTIR | Entity Set Expansion from Twitter. | He Zhao, Chong Feng, Zhunchen Luo, Changhai Tian |
| 2017 | ACML | A Word Embeddings Informed Focused Topic Model. | He Zhao, Lan Du, Wray L. Buntine |
| 2017 | ICDM | MetaLDA: A Topic Model that Efficiently Incorporates Meta Information. | He Zhao, Lan Du, Wray L. Buntine, Gang Liu |
| 2017 | ICML | Leveraging Node Attributes for Incomplete Relational Data. | He Zhao, Lan Du, Wray L. Buntine |
| 2017 | IGARSS | Deep residual networks for hyperspectral image classification. | Zilong Zhong, Jonathan Li, Lingfei Ma, Han Jiang, He Zhao |
| 2017 | IECON | Consensus network based distributed energy management for PV-based charging station. | Jing Zhang, Ruiming Yuan, Zhenyu Jiang, He Yin, Tianjin Chen, Taoyong Li, He Zhao |
| 2016 | IGARSS | Examining urban expansion using multi-temporal landsat imagery: A case study of montreal census metropolitan area. | He Zhao, Lingfei Ma, Lanying Wang, Jonathan Li |
| 2015 | PAKDD | A New Feature Sampling Method in Random Forests for Predicting High-Dimensional Data. | Thanh-Tung Nguyen, He Zhao, Joshua Zhexue Huang, Thuy Thi Nguyen, Mark Junjie Li |
| 2014 | MMSys | Social TV analytics: a novel paradigm to transform TV watching experience. | Han Hu, Jian Huang, He Zhao, Yonggang Wen, Chang Wen Chen, Tat-Seng Chua |
| 2009 | HIS | Video Image Vehicle Detection System for Signaled Traffic Intersection. | Yiyan Wang, Yuexian Zou, Hang Shi, He Zhao |