| 2026 | AAAI | Evaluating, Synthesizing, and Enhancing for Customer Support Conversation. | Jie Zhu, Huaixia Dou, Junhui Li, Lifan Guo, Feng Chen, Chi Zhang, Fang Kong |
| 2025 | AAAI | M²N: A Progressive Macro-to-Micro 3D Modeling Scheme for Unveiling Drug-Target Affinity. | Tianxu Lv, Jie Zhu, Jinyi Liu, Shiyun Nie, Hongnian Tian, Yang Xiao, Yuan Liu, Lihua Li, Xiang Pan |
| 2025 | AAAI | Dual-calibrated Co-training Framework for Personalized Federated Semi-Supervised Medical Image Segmentation. | Delin Pan, Jiansong Fan, Jie Zhu, Llihua Li, Xiang Pan |
| 2025 | ACL | MFinMeeting: A Multilingual, Multi-Sector, and Multi-Task Financial Meeting Understanding Evaluation Dataset. | Jie Zhu, Junhui Li, Yalong Wen, Xiandong Li, Lifan Guo, Feng Chen |
| 2025 | CIKM | RankMixer: Scaling Up Ranking Models in Industrial Recommenders. | Jie Zhu, Zhifang Fan, Xiaoxie Zhu, Yuchen Jiang, Hangyu Wang, Xintian Han, Haoran Ding, Xinmin Wang, Wenlin Zhao, Zhen Gong, Huizhi Yang, Zheng Chai, Zhe Chen, Yuchao Zheng, Qiwei Chen, Feng Zhang, Xun Zhou, Peng Xu, Xiao Yang, Di Wu, Zuotao Liu |
| 2025 | CSCWD | Real-Time and Preemptive Workflow Scheduling in Cloud Systems. | Jiqiang Xu, Jiaze Dai, Huimin Huang, Jie Zhu |
| 2025 | ICANN | Fine-Grained Recognition of Arteriovenous Fistula Stenosis Using Blood Flow Sounds: An Animal Model-Based Dataset and a Frequency-Aware Decoupling Network. | Shanlin Xiao, Yangyi Zhou, Jie Zhu, Jincen Wang, Yan Zhao, Yuan Zong, Jie Kong |
| 2025 | ICASSP | Speech Enhancement with Overlapped-Frame Information Fusion and Causal Self-Attention. | Yuewei Zhang, Huanbin Zou, Jie Zhu |
| 2025 | ICASSP | Heterogeneous Graph Convolutional Neural Networks for EEG-fNIRS Bimodal Emotion Recognition. | Tao Zhao, Yunlong Xue, Jie Zhu, Wenming Zheng |
| 2025 | ICCV | PBFG: A New Physically-Based Dataset and Removal of Lens Flares and Glares. | Jie Zhu, Sungkil Lee |
| 2025 | ICCV | A Quality-Guided Mixture of Score-Fusion Experts Framework for Human Recognition. | Jie Zhu, Yiyang Su, Minchul Kim, Anil K. Jain, Xiaoming Liu |
| 2025 | ICLR | SimulPL: Aligning Human Preferences in Simultaneous Machine Translation. | Donglei Yu, Yang Zhao, Jie Zhu, Yangyifan Xu, Yu Zhou, Chengqing Zong |
| 2025 | INDIN | Artificial intelligence technology based on CISDigital assists the digital-intelligent transformation and upgrading of the iron and steel industry. | Xiaodong Sun, Ke Zhou, Bing Tang, Haixi He, Jie Zhu, Zhaohui Jiang |
| 2025 | MICCAI | Metastatic Lymph Node Station Classification in Esophageal Cancer via Prior-Guided Supervision and Station-Aware Mixture-of-Experts. | Haoshen Li, Yirui Wang, Qinji Yu, Jie Zhu, Ke Yan, Dazhou Guo, Le Lu, Bin Dong, Li Zhang, Xianghua Ye, Qifeng Wang, Dakai Jin |
| 2024 | ACL | Benchmarking Large Language Models on CFLUE - A Chinese Financial Language Understanding Evaluation Dataset. | Jie Zhu, Junhui Li, Yalong Wen, Lifan Guo |
| 2024 | CCS | A Unified Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability. | Jie Zhu, Jirong Zha, Ding Li, Leye Wang |
| 2024 | ICA3PP | Path Optimization Method Under UAV Charging Scheduling Network. | Tingting Yang, Yiqian Wang, Jie Zhu, Shuyu Chang, Haiping Huang |
| 2024 | ICASSP | Driver Scanpath Prediction Based On Inverse Reinforcement Learning. | Zhixin Huang, Yuchen Zhou, Jie Zhu, Chao Gou |
| 2024 | ICASSP | Imitating the Human Visual System for Scanpath Predicting. | Mengtang Li, Jie Zhu, Zhixin Huang, Chao Gou |
| 2024 | ICASSP | Progressively Learning from Macro-Expressions for Micro-Expression Recognition. | Feifan Wang, Yuan Zong, Jie Zhu, Mengting Wei, Xiaolin Xu, Cheng Lu, Wenming Zheng |
| 2024 | ICASSP | A Two-Stage Framework in Cross-Spectrum Domain for Real-Time Speech Enhancement. | Yuewei Zhang, Huanbin Zou, Jie Zhu |
| 2024 | IJCNN | Dependency-Aware Method Naming Framework with Generative Adversarial Sampling. | Chenjie Shen, Jie Zhu, Lei Yu, Li Yang, Chun Zuo |
| 2024 | Interspeech | Sub-PNWR: Speech Enhancement Based on Signal Sub-Band Splitting and Pseudo Noisy Waveform Reconstruction Loss. | Yuewei Zhang, Huanbin Zou, Jie Zhu |
| 2024 | MICCAI | Semi-supervised Lymph Node Metastasis Classification with Pathology-Guided Label Sharpening and Two-Streamed Multi-scale Fusion. | Haoshen Li, Yirui Wang, Jie Zhu, Dazhou Guo, Qinji Yu, Ke Yan, Le Lu, Xianghua Ye, Li Zhang, Qifeng Wang, Dakai Jin |
| 2024 | PDCAT | Feature Norm-Aware and Hardness-Guided Complementary Entropy Balanced Loss for Long-Tailed Image Classification. | Feng Zhang, Jia-Xin Wang, Qiang Hua, Chun-Ru Dong, Jie Zhu |
| 2024 | QRS | On the Effectiveness of Large Language Models in Statement-level Code Summarization. | Jie Zhu, Yun Miao, Tingting Xu, Junwu Zhu, Xiaolei Sun |
| 2024 | RO-MAN | Fairness-Sensitive Policy-Gradient Reinforcement Learning for Reducing Bias in Robotic Assistance. | Jie Zhu, Mengsha Hu, Amy Zhang, Ruoming Jin, Rui Liu |
| 2023 | ASRU | Vsanet: Real-Time Speech Enhancement Based on Voice Activity Detection and Causal Spatial Attention. | Yuewei Zhang, Huanbin Zou, Jie Zhu |
| 2023 | ASRU | Magnitude-and-Phase-Aware Speech Enhancement With Parallel Sequence Modeling. | Yuewei Zhang, Huanbin Zou, Jie Zhu |
| 2023 | CSCWD | Energy-Constrained Task Scheduling in Heterogeneous Distributed Systems. | Chen Chen, Jie Zhu, Haiping Huang, Yingmeng Gao |
| 2023 | CSCWD | Latency-aware Partial Task Offloading in Collaborative Edge Computing. | Yingmeng Gao, Jie Zhu, Haiping Huang, Chen Chen |
| 2023 | ICASSP | Framewise Multiple Sound Source Localization and Counting Using Binaural Spatial Audio Signals. | Lei Wang, Zhibin Jiao, Qiyong Zhao, Jie Zhu, Yang Fu |
| 2023 | ICLR | E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation. | Jie Zhu, Huabin Huang, Banghuai Li, Leye Wang |
| 2023 | ICNC | MSR: An Efficient Model for Personalized Movie Recommendation Based on Attention and Gating Mechanism. | Lei Liu, Jie Zhu, Jia Mi, Jing Li, Xinyu Cao, Haitao Wang |
| 2023 | SEKE | Mining the Relationship between Object-Relational Mapping Performance Anti-patterns and Code Clones. | Zeshan Xu, Jie Zhu, Li Yang, Chun Zuo |
| 2022 | CSCWD | Vehicular Computation Offloading in UAV-enabled MEC Systems. | Junfeng Wang, Dayu Feng, Jie Zhu, Haiping Huang |
| 2022 | CSCWD | Periodically Activating and Sleeping Devices in Internet of Things. | Liqiong Xie, Jie Zhu, Xiaoping Li |
| 2022 | FlAIRS | Sensitivity Analysis of a BERT-based scholarly recommendation system. | Jie Zhu, Hulin Wu, Ashraf Yaseen |
| 2022 | ICPR | A Joint Cascaded Framework for Simultaneous Eye State, Eye Center, and Gaze Estimation. | Jie Zhu, Mengtang Li, Yuezhao Yu, Chao Gou |
| 2022 | SMC | Dynamic and Preemptive Task Offloading in Edge-cloud Computing Systems. | Kexin Ding, Jie Zhu, Wei Fan |
| 2022 | SMC | An Improved Task Duplication based Clustering Algorithm for DAG Task Scheduling in Heterogenous and Distributed Systems. | Wei Fan, Jie Zhu, Kexin Ding |
| 2021 | APSEC | DeepRelease: Language-agnostic Release Notes Generation from Pull Requests of Open-source Software. | Huaxi Jiang, Jie Zhu, Li Yang, Geng Liang, Chun Zuo |
| 2021 | CSCWD | Ant Colony Optimization for UAV-based Intelligent Pesticide Irrigation System. | Zhikai Gao, Jie Zhu, Haiping Huang, Yifan Yang, Xudong Tan |
| 2021 | CSCWD | A Simulated Annealing Genetic Algorithm for Logistics Distribution Problem in Community Scenario. | Yifan Yang, Jie Zhu, Haiping Huang, Yixuan Li |
| 2021 | ICASSP | Learning Representation of Multi-Scale Object for Fine-Grained Image Retrieval. | Kangbo Sun, Jie Zhu |
| 2021 | SMC | Multi-objective optimization for fuzzy workflow scheduling. | Jie Zhu, Jing Zhang, Chang Lu, Haiping Huang |
| 2020 | ICASSP | Spatial Attentional Bilinear 3D Convolutional Network for Video-Based Autism Spectrum Disorder Detection. | Kangbo Sun, Lin Li, Lianqiang Li, Ningyu He, Jie Zhu |
| 2020 | ICASSP | Regularized Beamformer for the Spherical Microphone Array to Cope with the White Noise Amplification. | Lei Wang, Jie Zhu |
| 2020 | SMC | An Energy-aware Greedy Heuristic for Multi-objective Optimization in Fog-Cloud Computing System. | Mengying Jia, Wenjie Chen, Jie Zhu, Hexiang Tan, Haiping Huang |
| 2019 | CIKM | Video-level Multi-model Fusion for Action Recognition. | Xiaomin Wang, Junsan Zhang, Leiquan Wang, Philip S. Yu, Jie Zhu, Haisheng Li |
| 2019 | CIS | Radio Galaxy Morphology Simulation via Residual Conditional Variational Autoencoder. | Zhixian Ma, Jie Zhu, Yongkai Zhu, Haiguang Xu |
| 2019 | EMNLP | Modeling Graph Structure in Transformer for Better AMR-to-Text Generation. | Jie Zhu, Junhui Li, Muhua Zhu, Longhua Qian, Min Zhang, Guodong Zhou |
| 2019 | ISKE | Network Energy: A New Energy of A Graph. | Shengjiu Liu, Tianrui Li, Jie Zhu, Guoqiang Wang, Jia Liu, Peng Xie |
| 2019 | PDCAT | Logistics Scheduling for UAV Based on Tabu Search Algorithm. | Ke Zhao, Shoubao Su, Haiping Huang, Jie Zhu |
| 2018 | ICIP | Radio Galaxy Morphology Generation using Residual Convolutional Autoencoder and Gaussian Mixture Models. | Zhixian Ma, Jie Zhu, Weitian Li, Haiguang Xu |
| 2018 | ICMLA | A Joint Speech Enhancement Algorithm Based on the Tri-Microphone. | Lei Wang, Jie Zhu |
| 2018 | IJCNN | An optic-fiber fence intrusion recognition system using the optimized curve fitting model based on the SVM method. | Ningyu He, Jie Zhu, Lianqiang Li |
| 2018 | IGARSS | Power and Difference of the Up-and-Downward Sun-Induced Chlorophyll Fluorescence on Detecting Leaf Nitrogen Content in Wheat at the Leaf Scale. | Min Jia, Jie Zhu, Chunchen Ma, Tao Cheng, Yongchao Tian, Yan Zhu, Weixing Cao, Xia Yao |
| 2018 | ISNN | Overcomplete Dictionary Pair for Music Super-Resolution. | Lianqiang Li, Jie Zhu |
| 2018 | KDD | Recurrent Binary Embedding for GPU-Enabled Exhaustive Retrieval from Billion-Scale Semantic Vectors. | Ying Shan, Jian Jiao, Jie Zhu, J. C. Mao |
| 2018 | SMC | Dynamic Idle Time Interval Scheduling for Hybrid Cloud Workflow Management System. | Wenqian Wu, Jie Zhu, Haiping Huang, Xiaolong Xu, Yi Zhang |
| 2017 | ISNN | A Genetic Approach to Fusion of Algorithms for Compressive Sensing. | Hanxu You, Jie Zhu |
| 2017 | KDD | Deep Embedding Forest: Forest-based Serving with Deep Embedding Features. | Jie Zhu, Ying Shan, J. C. Mao, Dong Yu, Holakou Rahmanian, Yi Zhang |
| 2017 | SMC | Dynamic job scheduling on scalable cloud resources. | Jie Zhu, Xiaoping Li, Yi Zhang |
| 2016 | CSCWD | Elastic and flexible multi-stage task scheduling with deadline-constraint in clouds. | Jie Zhu, Xiaoping Li |
| 2016 | ICMLA | Classification of X-Ray Galaxy Clusters with Morphological Feature and Tree SVM. | Lei Wang, Zhixian Ma, Haiguang Xu, Jie Zhu |
| 2016 | ICWS | Scheduling Stochastic Multi-stage Jobs on Elastic Computing Services in Hybrid Clouds. | Jie Zhu, Xiaoping Li, Rubn Ruiz, Xiaolong Xu, Yi Zhang |
| 2015 | ICASSP | Investigating bias in non-parametric mutual information estimation. | Jie Zhu, Jean-Jacques Bellanger, Huazhong Shu, Rgine Le Bouquin-Jeanns |
| 2015 | WISE | HV: A Feature Based Method for Trajectory Dataset Profiling. | Wei Jiang, Jie Zhu, Jiajie Xu, Zhixu Li, Pengpeng Zhao, Lei Zhao |
| 2015 | WISE | Time-Dependent Popular Routes Based Trajectory Outlier Detection. | Jie Zhu, Wei Jiang, An Liu, Guanfeng Liu, Lei Zhao |
| 2014 | IGARSS | Surface scattering and emission models for ocean surface salinity remote sensing. | Jie Zhu, Xiangkun Zhang, Hao Liu, Yongjun Cai |
| 2014 | IGARSS | A hierarchical model-based polarimetric SAR image decomposition based on coherency matrix. | Yongjun Cai, Xiangkun Zhang, Jingye Yan, Jie Zhu, Jingshan Jiang |
| 2014 | IWDW | Multi-class JPEG Image Steganalysis by Ensemble Linear SVM Classifier. | Jie Zhu, Qingxiao Guan, Xianfeng Zhao |
| 2012 | CSCWD | A memory and variable neighborhood structure based complete local search for the no-wait job shop problem. | Minmin Li, Jie Zhu, Xiaoping Li |
| 2012 | ICASSP | Partial mutual information for simple model order determination in multivariate EEG signals and its application to transfer entropy. | Jie Zhu, Rgine Le Bouquin-Jeanns, Chunfeng Yang, Jean-Jacques Bellanger, Huazhong Shu |
| 2012 | Interspeech | Model-based Single-Channel Dereverberation in Noisy Acoustical Environments. | Xulei Bao, Jie Zhu |
| 2011 | ICIG | Face Recognition with Multi-feature Joint Representation. | Jie Zhu, Zhenming Tang |
| 2011 | ICMLC | An efficient metaheuristic for the blocking job shop problem with the makespan minimization. | Jie Zhu, Xiaoping Li |
| 2011 | ICNC | Research on ANN-based assessment model of social renewability of city water resources. | Weihua Zeng, Jingjing Shi, Jie Zhu |
| 2011 | ICWS | A Dynamic Resource Allocation Algorithm for Database-as-a-Service. | Jie Zhu, Bo Gao, Zhi Hu Wang, Berthold Reinwald, Changjie Guo, Xiaoping Li, Wei Sun |
| 2010 | ICASSP | An improved consensus-like method for Minimum Bayes Risk decoding and lattice combination. | Haihua Xu, Daniel Povey, Lidia Mangu, Jie Zhu |
| 2010 | ICISP | Error-Resilient and Error Concealment 3-D SPIHT Video Coding with Added Redundancy. | Jie Zhu, Richard M. Dansereau, Aysegul Cuhadar |
| 2010 | SMC | An effective evolutionary algorithm for Pre-emptive Resource-Constrained Project Scheduling problems. | Jie Zhu, Xiaoping Li |
| 2009 | CSCWD | Similarity based ant-colony algorithm for permutation flowshop scheduling problems with total flowtime minimization. | Yi Zhang, Xiaoping Li, Qian Wang, Jie Zhu |
| 2009 | ICIP | A hybrid visual feature extraction method for audio-visual speech recognition. | Guanyong Wu, Jie Zhu, Haihua Xu |
| 2009 | ICNC | A Multi-instance Model for Software Quality Estimation in OO Systems. | Peng Huang, Jie Zhu |
| 2009 | ICNC | An Improved Internet Congestion Control Algorithm. | Yuliang Liu, Jie Zhu |
| 2009 | Interspeech | Minimum hypothesis phone error as a decoding method for speech recognition. | Haihua Xu, Daniel Povey, Jie Zhu, Guanyong Wu |
| 2009 | PRDC | Prioritized Test Generation Strategy for Pair-Wise Testing. | Jianhua Gao, Jie Zhu |
| 2009 | SMC | Spatial Faithful Display Groupware Model for Remote Design Collaboration. | Wang Wei, Xiangyu Wang, Jie Zhu |
| 2009 | SMC | Fusing Multiple Sensors Information into Mixed Reality-based User Interface for Robot Teleoperation. | Jie Zhu, Xiangyu Wang, Michael Rosenman |
| 2008 | CSCWD | Composite heuristic algorithm for permutation flowshop scheduling problems with total flowtime minimization. | Yi Zhang, Xiaoping Li, Jie Zhu, Qian Wang |
| 2008 | CSCWD | Meta-heuristic for no-wait job shops with makespan minimization. | Jie Zhu, Xiaoping Li, Yi Zhang, Qian Wang |
| 2008 | ICASSP | Discriminative incorporation of explicitly trained tone models into lattice based rescoring for Mandarin speech recognition. | Hao Huang, Jie Zhu |
| 2008 | ICIP | Modular BDPCA based visual feature representation for lip-reading. | Guanyong Wu, Jie Zhu |
| 2008 | ICNC | Consensus of Multiagent Networks with Time Delay. | Yuliang Liu, Jie Zhu |
| 2008 | ICNC | Consensus Research of Modified Multiagent Networks with Time Delay. | Yuliang Liu, Jie Zhu |
| 2008 | VTC | Radiation Footprint Minimization Using Encoded OFDM Pilots for Cognitive Radio Communications. | Xianbin Wang, Paul Ho, Jie Zhu |
| 2007 | EASE | Feature Selection and Clustering in Software Quality Prediction. | Qi Wang, Jie Zhu, Bo Yu |
| 2007 | Interspeech | An extension 2DPCA based visual feature extraction method for audio-visual speech recognition. | Guanyong Wu, Jie Zhu |
| 2007 | ISNN | Decomposition Method for Tree Kernels. | Peng Huang, Jie Zhu |
| 2006 | ISDA | Kernel based Non-linear Feature Extraction Methods for Speech Recognition. | Hao Huang, Jie Zhu |
| 2005 | ICASSP | A Novel Method for Rapid Speaker Adaptation Based on Support Speaker Weighting. | Tie Cai, Jie Zhu |
| 2005 | ICASSP | Fuzzy Parameter Clustering Method in Speech Recognition. | Xianghua Xu, Jie Zhu |
| 2005 | ISNN | Combining Classifiers in Software Quality Prediction: A Neural Network Approach. | Qi Wang, Jie Zhu, Bo Yu |
| 2005 | PIMRC | A SCTP based OAM system of 3G cellular network. | Qiang Guo, Jie Zhu, Haibin Zhang |
| 2004 | Interspeech | Restructuring HMM states for speaker adaptation in Mandarin speech recognition. | Xianghua Xu, Qiang Guo, Jie Zhu |
| 2004 | ICTAI | Extract Rules from Software Quality Prediction Model Based on Neural Network. | Qi Wang, Bo Yu, Jie Zhu |
| 2004 | PIMRC | A low-complexity channel estimator for OFDM systems in multipath fading channels. | Jie Zhu, Wookwon Lee |
| 2002 | CHI | Head orientation and gaze direction in meetings. | Rainer Stiefelhagen, Jie Zhu |
| 2002 | ICARCV | Towards non-cooperative iris recognition systems. | Eric Sung, Xilin Chen, Jie Zhu, Jie Yang |
| 2002 | ICMI | Flexi-Modal and Multi-Machine User Interfaces. | Brad A. Myers, Robert G. Malkin, Michael Bett, Alex Waibel, Ben Bostwick, Robert C. Miller, Jie Yang, Matthias Denecke, Edgar Seemann, Jie Zhu, Choon Hong Peck, Dave Kong, Jeffrey Nichols, William L. Scherlis |
| 2002 | Interspeech | The structure and its implementation of hidden dynamic HMM for Mandarin speech recognition. | Feili Chen, Jie Zhu, Wentao Song |
| 2002 | Interspeech | On use of duration modeling for continuous digits speech recognition. | Rong Dong, Jie Zhu |
| 2001 | ICASSP | Bootstrap method for Chinese new words extraction. | Shan He, Jie Zhu |
| 2000 | ICASSP | Blind ISI cancellation by anchoring an arbitrary impulse response coefficient of channels. | Jie Zhu, Wee Ser, Zhi Ding |
| 2000 | ISCAS | An algebraic principle in blind separation of single source signal. | Jie Zhu, Xi-Ren Cao, Zhi Ding |
| 1999 | Interspeech | The analysis and application of a new endpoint detection method based on distance of autocorrelated similarity | Jie Zhu, Feili Chen |
| 1997 | ESANN | Blind equalization with a linear feedforward neural network. | Xi-Ren Cao, Jie Zhu, Jennie Si |