| 2026 | AAAI | MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents. | Yiming Du, Bingbing Wang, Yang He, Bin Liang, Baojun Wang, Zhongyang Li, Lin Gui, Jeff Z. Pan, Ruifeng Xu, Kam-Fai Wong |
| 2026 | AAAI | GenMatLab: A Generative Platform for Inverse Materials Design. | Hangwei Qian, Yang He, Yaxin Shi, Ivor W. Tsang |
| 2026 | AAAI | LLM Safety in Judicial AI: A Stress Test of Social Media Influence on Real-World Judgments. | Yixuan Xie, Yang He, Xiaoyu Yang, Xu Gai, Pan Hui |
| 2026 | HCI | Immersion and Behavioral Observation: Application and Effectiveness Evaluation of Naked-Eye 3D Technology in Children's Physical Training. | Xiaoguang Feng, Yang He, Haolin Wang, Yutong Guo, Junnan Zhang, Fan Yang |
| 2026 | HCI | Exploring the Impact of Augmented Reality on Intangible Cultural Heritage: A Case Study of Promoting Xiangxi Nuo Masks. | Yutong Guo, Haolin Wang, Yang He, Yixin Shao |
| 2026 | HCI | Evaluation of Augmented Reality Technology in Enhancing Children's Learning Outcomes: A Case Study of "The Classic of Mountains and Seas". | Haolin Wang, Yutong Guo, Yang He, Fan Yang |
| 2026 | HCI | Material Narratives as Tangible Interfaces: A Systematic Framework for CMF Design and User Experience. | Xinqi Zhang, Haoxin Chen, Yang He |
| 2025 | COLING | Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding. | Nguyen Binh Nguyen, Yang He |
| 2025 | ICLR | Training-Free Dataset Pruning for Instance Segmentation. | Yalun Dai, Lingao Xiao, Ivor W. Tsang, Yang He |
| 2025 | ICSE | Synthesizing Document Database Queries Using Collection Abstractions. | Qikang Liu, Yang He, Yanwen Cai, Byeongguk Kwak, Yuepeng Wang |
| 2024 | ICLR | Multisize Dataset Condensation. | Yang He, Lingao Xiao, Joey Tianyi Zhou, Ivor W. Tsang |
| 2024 | ICLR | Data-independent Module-aware Pruning for Hierarchical Vision Transformers. | Yang He, Joey Tianyi Zhou |
| 2024 | INDIN | Parameter Identification Based on Generalized Orthonormal Basis Function Without Persistent Excitation: A Learning-Based Paradigm. | Kuan Li, Weijie Su, Xingyong Li, Yang He, Minchang Huang, Hao Luo |
| 2024 | IROS | Research of calibration method for fusion of LDS sensor and ToF low-cost sensor. | Jiahui Zhu, Guitao Yu, Yang He, Kui Yang, Dongtai Liang |
| 2024 | ICRA | Robotic Craniomaxillofacial Osteotomy System Using Acoustic 3D Registration. | Jiayu Zhu, Runzhe Han, Mengning Yuan, Bimeng Jie, Shanshan Du, Yang He, Runshi Zhang, Junchen Wang |
| 2024 | KDD | Diverse Intra- and Inter-Domain Activity Style Fusion for Cross-Person Generalization in Activity Recognition. | Junru Zhang, Lang Feng, Zhidan Liu, Yuhan Wu, Yang He, Yabo Dong, Duanqing Xu |
| 2023 | CIKM | Temporal Convolutional Explorer Helps Understand 1D-CNN's Learning Behavior in Time Series Classification from Frequency Domain. | Junru Zhang, Lang Feng, Yang He, Yuhan Wu, Yabo Dong |
| 2023 | ICDM | Towards Unsupervised Graph Completion Learning on Graphs with Features and Structure Missing. | Sichao Fu, Qinmu Peng, Yang He, Baokun Du, Xinge You |
| 2023 | ICPADS | A Correlation And Order-Aware Rule Learning Method For Knowledge Graph Reasoning. | Yuefeng He, Yang He, Xu Zheng, Bei Hui, Bin Tian |
| 2023 | IECON | A Dual Target Battery Equalization Control Strategy Based on Multi-Winding Flyback Transformers. | Yang He, Jiazhu Xu, Zhenglu Shi, Lingshuai Kong |
| 2023 | IECON | An Adaptive High-Degree Unscented Kalman Filter for State-of-Charge Estimation of Lithium-Ion Batteries. | Zhenglu Shi, Jiazhu Xu, Linjun Zeng, Min Wu, Yang He, Xuefeng Ning |
| 2023 | WACV | Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation. | Anurag Das, Yongqin Xian, Yang He, Zeynep Akata, Bernt Schiele |
| 2022 | ECCV | TD-Road: Top-Down Road Network Extraction with Holistic Graph Construction. | Yang He, Ravi Garg, Amber Roy Chowdhury |
| 2022 | ICML | ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training. | Hui-Po Wang, Sebastian U. Stich, Yang He, Mario Fritz |
| 2022 | ICSE | NaturalCC: An Open-Source Toolkit for Code Intelligence. | Yao Wan, Yang He, Zhangqian Bi, Jianguo Zhang, Yulei Sui, Hongyu Zhang, Kazuma Hashimoto, Hai Jin, Guandong Xu, Caiming Xiong, Philip S. Yu |
| 2022 | IGARSS | Evaluating the Effectiveness of Agricultural Aid Based on Remotely Sensed Data. | Qingqian He, Qing Meng, Yang He, Wencong Yu |
| 2022 | SMC | A Sensitivity-based Pruning Method for Convolutional Neural Networks. | Cankun Zhong, Yang He, Yifei An, Wing W. Y. Ng, Ting Wang |
| 2022 | WWW | Alleviating Cold-start Problem in CTR Prediction with A Variational Embedding Learning Framework. | Xiaoxiao Xu, Chen Yang, Qian Yu, Zhiwei Fang, Jiaxing Wang, Chaosheng Fan, Yang He, Changping Peng, Zhangang Lin, Jingping Shao |
| 2022 | SIGIR | Gating-adapted Wavelet Multiresolution Analysis for Exposure Sequence Modeling in CTR Prediction. | Xiaoxiao Xu, Zhiwei Fang, Qian Yu, Ruoran Huang, Chaosheng Fan, Yong Li, Yang He, Changping Peng, Zhangang Lin, Jingping Shao, Non Non |
| 2021 | IJCAI | Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis. | Yang He, Ning Yu, Margret Keuper, Mario Fritz |
| 2020 | CVPR | Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration. | Yang He, Yuhang Ding, Ping Liu, Linchao Zhu, Hanwang Zhang, Yi Yang |
| 2020 | ECCV | Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation. | Yang He, Shadi Rahimian, Bernt Schiele, Mario Fritz |
| 2020 | ECCV | Synthetic Convolutional Features for Improved Semantic Segmentation. | Yang He, Bernt Schiele, Mario Fritz |
| 2020 | GPC | MateBot: The Design of a Human-Like, Context-Sensitive Virtual Bot for Harmonious Human-Computer Interaction. | Ziqi Wang, Bin Guo, Hao Wang, Helei Cui, Yang He, Zhiwen Yu |
| 2020 | IJCAI | An Attention-based Model for Conversion Rate Prediction with Delayed Feedback via Post-click Calibration. | Yumin Su, Liang Zhang, Quanyu Dai, Bo Zhang, Jinyao Yan, Dan Wang, Yongjun Bao, Sulong Xu, Yang He, Weipeng Yan |
| 2020 | NDSS | Precisely Characterizing Security Impact in a Flood of Patches via Symbolic Rule Comparison. | Qiushi Wu, Yang He, Stephen McCamant, Kangjie Lu |
| 2019 | CIKM | Regularized Adversarial Sampling and Deep Time-aware Attention for Click-Through Rate Prediction. | Yikai Wang, Liang Zhang, Quanyu Dai, Fuchun Sun, Bo Zhang, Yang He, Weipeng Yan, Yongjun Bao |
| 2019 | CISS | Estimating Sparse Covariance Matrix Under Differential Privacy via Thresholding. | Di Wang, Jinhui Xu, Yang He |
| 2019 | CVPR | Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration. | Yang He, Ping Liu, Ziwei Wang, Zhilan Hu, Yi Yang |
| 2019 | CVPR | Semantic Projection Network for Zero- and Few-Label Semantic Segmentation. | Yongqin Xian, Subhabrata Choudhury, Yang He, Bernt Schiele, Zeynep Akata |
| 2018 | AAAI | Enhancing RNN Based OCR by Transductive Transfer Learning From Text to Images. | Yang He, Jingling Yuan, Lin Li |
| 2018 | AAAI | Telepath: Understanding Users from a Human Vision Perspective in Large-Scale Recommender Systems. | Yu Wang, Jixing Xu, Aohan Wu, Mantian Li, Yang He, Jinghe Hu, Weipeng P. Yan |
| 2018 | ECCV | Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes. | Yang He, Bernt Schiele, Mario Fritz |
| 2018 | IGARSS | Monitoring of Drought Change in the Middle Reach of Yangtze River. | Pingchuan Zhang, Na Wang, Zezhong Zheng, Jun Xia, Liping Zhang, Xiang Zhang, Mingcang Zhu, Yang He, Ling Jiang, Guoqing Zhou, Jiang Li |
| 2018 | IJCAI | Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks. | Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang |
| 2017 | CVPR | STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling. | Yang He, Wei-Chen Chiu, Margret Keuper, Mario Fritz |
| 2017 | VTC | Towards Automatically Construct Quantum Circuits for Quantum Programs with Quantum Control. | Shusen Liu, Yang He, Cai Zhang |
| 2017 | SMC | Identification of nonlinear systems with rate saturation. | Shuang Hu, Jihong Zhu, Yang He |
| 2016 | ICONIP | Pedestrian Detection Using Deep Channel Features in Monocular Image Sequences. | Zhao Liu, Yang He, Yi Xie, Hongyan Gu, Chao Liu, Mingtao Pei |
| 2015 | VTC | A Stable Routing Protocol for Highway Mobility over Vehicular Ad-Hoc Networks. | Yang He, Wenjun Xu, Xuehong Lin |
| 2014 | ACCV | Landmark-Based Inductive Model for Robust Discriminative Tracking. | Yuwei Wu, Mingtao Pei, Min Yang, Yang He, Yunde Jia |
| 2014 | ICPR | Vehicle Type Classification Using Unsupervised Convolutional Neural Network. | Zhen Dong, Mingtao Pei, Yang He, Ting Liu, Yanmei Dong, Yunde Jia |
| 2014 | ICPR | Visual Tracking Using Multi-stage Random Simple Features. | Yang He, Zhen Dong, Min Yang, Lei Chen, Mingtao Pei, Yunde Jia |
| 2014 | IECON | Localization of unknown odor source based on Shannon's entropy using multiple mobile robots. | Qiang Lu, Yang He, Jian Wang |
| 2007 | HCI | Case Study of Human Computer Interaction Based on RFID and Context-Awareness in Ubiquitous Computing Environments. | Ting Zhang, Yuanxin Ouyang, Yang He, Zhang Xiong, Zhenyong Chen |
| 2005 | Networking | Design and Performance Evaluation of WDM/TDMA-Based MAC Protocol in AWG-Based WDM-PON. | Kyeong-Eun Han, Yang He, Seung-Hyun Lee, Biswanath Mukherjee, Young-Chon Kim |
| 2001 | MICCAI | Registration of Reconstructed Post Mortem Optical Data with MR Scans of the Same Patient. | ric Bardinet, Alan C. F. Colchester, Alexis Roche, Yonggen Zhu, Yang He, Sbastien Ourselin, Bill Nailon, S. Ali Hojjat, James Ironside, Safa Al-Sarraj, Nicholas Ayache, Joanna M. Wardlaw |
| 2000 | MICCAI | 3-D Reconstruction of Macroscopic Optical Brain Slice Images. | Alan C. F. Colchester, Sbastien Ourselin, Yonggen Zhu, ric Bardinet, Yang He, Alexis Roche, Safa Al-Sarraj, Bill Nailon, James Ironside, Nicholas Ayache |
| 1997 | ICIP | Efficient utilization of variable duration information in HMM based HWR systems. | Amlan Kundu, Yang He, Mou-Yen Chen |
| 1994 | ICPR | Off-line handwritten word recognition using HMM with adaptive length Viterbi algorithm. | Yang He, Mou-Yen Chen, Amlan Kundu |
| 1992 | ICASSP | Handwritten word recognition using HMM with adaptive length Viterbi algorithm. | Yang He, Mou-Yen Chen, Amlan Kundu |
| 1991 | CVPR | Planar shape classification using hidden Markov model. | Yang He, Amlan Kundu |
| 1991 | ICASSP | Shape classification using hidden Markov model. | Yang He, Amlan Kundu |
| 1988 | CVPR | Recognition of handwritten word: first and second order hidden Markov model based approach. | Amlan Kundu, Yang He, Paramvir Bahl |
| 1988 | ICPR | Extended Viterbi algorithm for second order hidden Markov process. | Yang He |