| 2026 | ACL | Visual Attention Reasoning via Hierarchical Search and Self-Verification. | Wei Cai, Jian Zhao, Yuchen Yuan, Tianle Zhang, Ming Zhu, Haichuan Tang, Xuelong Li |
| 2026 | DATE | SONIC: Smart Optimization for Neural-Integrated CMP with Timing-Aware Fills. | Jiajun Tan, Qichao Ma, Yiming Du, Yiming Gan, Ling Lang, Yibo Lin, Ming Zhu, Zongwei Wang, Yimao Cai |
| 2026 | IWQoS | AuEx: Automatic Exploration for Fresh Creative Ads via Large-Scale Deep Reinforcement Learning. | Yi Zhao, Qi Tan, Ming Zhu, Liehuang Zhu |
| 2026 | NDSS | Robust Fraud Transaction Detection: A Two-Player Game Approach. | Qi Tan, Yi Zhao, Laizhong Cui, Qi Li, Ming Zhu, Xing Fu, Weiqiang Wang, Xiaotong Lin, Ke Xu |
| 2025 | ACL | LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback. | Thai Quoc Hoang, Kung-Hsiang Huang, Shirley Kokane, Jianguo Zhang, Zuxin Liu, Ming Zhu, Jake Grigsby, Tian Lan, Michael S. Ryoo, Chien-Sheng Wu, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles |
| 2025 | ACL | DoCIA: An Online Document-Level Context Incorporation Agent for Speech Translation. | Xinglin Lyu, Wei Tang, Yuang Li, Xiaofeng Zhao, Ming Zhu, Junhui Li, Yunfei Lu, Min Zhang, Daimeng Wei, Hao Yang, Min Zhang |
| 2025 | ACL | PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data. | Juntao Tan, Liangwei Yang, Zuxin Liu, Zhiwei Liu, Rithesh R. N., Tulika Manoj Awalgaonkar, Jianguo Zhang, Weiran Yao, Ming Zhu, Shirley Kokane, Silvio Savarese, Huan Wang, Caiming Xiong, Shelby Heinecke |
| 2025 | EMNLP | TS-CLIP: Time Series Understanding by CLIP. | Ziwen Chen, Xiaoyuan Zhang, Ming Zhu |
| 2025 | EMNLP | ActionStudio: A Lightweight Framework for Data and Training of Large Action Models. | Jianguo Zhang, Thai Hoang, Ming Zhu, Zuxin Liu, Shiyu Wang, Tulika Awalgaonkar, Akshara Prabhakar, Haolin Chen, Weiran Yao, Zhiwei Liu, Juntao Tan, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong |
| 2025 | ICCAD | Seeing Through Designs: Attention-Based Knowledge Transfer for Preference-Guided Microarchitecture Search. | Yiyang Zhao, Xuyang Zhao, Zhaori Bi, Ming Zhu, Qiwei Zhan, Keren Zhu, Fan Yang, Changhao Yan, Dian Zhou, Xuan Zeng |
| 2025 | NAACL | xLAM: A Family of Large Action Models to Empower AI Agent Systems. | Jianguo Zhang, Tian Lan, Ming Zhu, Zuxin Liu, Thai Hoang, Shirley Kokane, Weiran Yao, Juntao Tan, Akshara Prabhakar, Haolin Chen, Zhiwei Liu, Yihao Feng, Tulika Manoj Awalgaonkar, Rithesh R. N., Zeyuan Chen, Ran Xu, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong |
| 2024 | ICARCV | Distributed Prescribed-Time Observer Design Under Homologous Sensor Attacks. | Ming Zhu, Gongdi Fu, Shuai Liu |
| 2024 | ICDE | CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning. | Yilun Liu, Shimin Tao, Xiaofeng Zhao, Ming Zhu, Wenbing Ma, Junhao Zhu, Chang Su, Yutai Hou, Miao Zhang, Min Zhang, Hongxia Ma, Li Zhang, Hao Yang, Yanfei Jiang |
| 2024 | ICML | InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks. | Xueyu Hu, Ziyu Zhao, Shuang Wei, Ziwei Chai, Qianli Ma, Guoyin Wang, Xuwu Wang, Jing Su, Jingjing Xu, Ming Zhu, Yao Cheng, Jianbo Yuan, Jiwei Li, Kun Kuang, Yang Yang, Hongxia Yang, Fei Wu |
| 2023 | GLOBECOM | Salango: A Simplified Load Balancing Scheme for Edge Nodes in Mobile Edge Caching Networks. | Jun Yin, Meiqi Zhan, Ming Zhu, Zhaowei Zhang, Lei Wang, Yuwang Yang |
| 2023 | MSWIM | Repairing a Service Composition with Graph Embedding and Planning Graph in a Cloud-Edge Environment. | Tongyang Liu, Ming Zhu, Jing Li, Zhihao Gao, Chun Wang, Yuhong Yan |
| 2022 | AAAI | Multilingual Code Snippets Training for Program Translation. | Ming Zhu, Karthik Suresh, Chandan K. Reddy |
| 2022 | UIC | What Is Next? A Generative Approach for Service Composition Recommendations. | Guodong Fan, Shizhan Chen, Hongyue Wu, Ming Zhu, Xiao Xue, Zhiyong Feng |
| 2022 | UIC | An Ant Colony Approach with Subjective-Objective Weight Optimization for Service Selection. | Xiukun Yan, Jing Li, Ming Zhu, Jiayi Du, Yong Xie, Lianjun Zhao |
| 2022 | WISE | Triplet Embedding Convolutional Recurrent Neural Network for Long Text Semantic Analysis. | Jingxuan Liu, Ming Zhu, Huajiang Ouyang, Guozi Sun, Huakang Li |
| 2021 | CVPR | PointAugmenting: Cross-Modal Augmentation for 3D Object Detection. | Chunwei Wang, Chao Ma, Ming Zhu, Xiaokang Yang |
| 2021 | IROS | Cross-Modal 3D Object Detection and Tracking for Auto-Driving. | Yihan Zeng, Chao Ma, Ming Zhu, Zhiming Fan, Xiaokang Yang |
| 2021 | WACV | Cross-Modality 3D Object Detection. | Ming Zhu, Chao Ma, Pan Ji, Xiaokang Yang |
| 2020 | AAAI | LATTE: Latent Type Modeling for Biomedical Entity Linking. | Ming Zhu, Busra Celikkaya, Parminder Bhatia, Chandan K. Reddy |
| 2020 | CEC | An Adaptive Memetic P System to Solve the 0/1 Knapsack Problem. | Jianping Dong, Haina Rong, Ferrante Neri, Qiang Yang, Ming Zhu, Gexiang Zhang |
| 2020 | COMPSAC | Research on Network Awareness of Enterprise Evaluation System Indicators. | Ming Zhu, Pengyu Wan, Xiangyang Feng, Zhengyu Wang, Wenpei Shao |
| 2020 | DASC | A novel computer vision based gait analysis technique for normal and Parkinson's gaits classification. | Liyun Gong, Jing Li, Miao Yu, Ming Zhu, Ross Clifford |
| 2020 | EMNLP | Question Answering with Long Multiple-Span Answers. | Ming Zhu, Aman Ahuja, Da-Cheng Juan, Wei Wei, Chandan K. Reddy |
| 2020 | EUSPN | A Partial Pre-composing Method for Composition of Web Services. | Jing Li, Zhiyong Wu, Panjing Li, Ming Zhu, Yifei Wang |
| 2020 | Networking | A Link Scheduling Algorithm for Underwater Optical Wireless Networks. | Zhengxin Fan, Lei Wang, Bingxian Lu, Yongda Yu, Chi Lin, Zhongxuan Luo, Zhenquan Qin, Ming Zhu |
| 2020 | WCNC | Low-Complexity Partially-Connected Hybrid Precoding for Massive MIMO Systems. | Ming Zhu, Gang Xie, Xiaolei Qi |
| 2019 | ICWS | Pre-Joined Semantic Indexing Graph for QoS-Aware Service Composition. | Jing Li, Guodong Fan, Ming Zhu, Yuhong Yan |
| 2019 | VTC | An End-to-End Demonstration for 5G Network Slicing. | Rui Ni, Xu Li, Jun Chen, Si Chen, Enbo Wang, Ming Zhu, Wei Zhang, Yuhua Chen |
| 2019 | WWW | A Hierarchical Attention Retrieval Model for Healthcare Question Answering. | Ming Zhu, Aman Ahuja, Wei Wei, Chandan K. Reddy |
| 2018 | EUSPN | An Approach for QoS-aware Service Composition with GraphPlan and Fuzzy Logic. | Ming Zhu, Guodong Fan, Jing Li, Heng Kuang |
| 2018 | EUSPN | Modeling and Verification of Response Time of QoS-aware Web Service Composition by Timed CSP. | Ming Zhu, Jing Li, Guodong Fan, Kunsheng Zhao |
| 2018 | ICPR | Multi-Kernel Supervised Hashing with Graph Regularization for Cross-Modal Retrieval. | Ming Zhu, Huanghui Miao, Jun Tang |
| 2018 | QRS | Nonlinear Dynamic Analysis of Air Traffic Flow at Different Temporal Scales: Nonlinear Analysis Approach versus Complex Networks Approach. | Chao Wang, Zhaoyue Zhang, Ming Zhu |
| 2017 | ANT | Exploring Relationships between Syntax and Semantics of a Process-Oriented Language by Category Theory. | Ming Zhu, Peter Grogono, Olga Ormandjieva |
| 2017 | ICIG | Non-local L_0 L 0 Gradient Minimization Filter and Its Applications for Depth Image Upsampling. | Hang Yang, Xueqi Sun, Ming Zhu, Kun Wu |
| 2017 | ICSEng | A Scalable Parameterized NoC Emulator Built Upon Xilinx Virtex-7 FPGA. | Ming Zhu, Yingtao Jiang, Mei Yang, Louie De Luna |
| 2017 | ISI | End-to-end encrypted traffic classification with one-dimensional convolution neural networks. | Wei Wang, Ming Zhu, Jinlin Wang, Xuewen Zeng, Zhongzhen Yang |
| 2016 | ANT | Using Failures and Category Theory to Verify Process Communications between Design and Implementation of Concurrent Systems. | Ming Zhu, Peter Grogono, Olga Ormandjieva, Heng Kuang |
| 2016 | ISVC | Video Anomaly Detection Based on Adaptive Multiple Auto-Encoders. | Tianlong Bao, Chunhui Ding, Saleem Karmoshi, Ming Zhu |
| 2016 | IWQoS | Traffic big data based path planning strategy in public vehicle systems. | Ming Zhu, Xiao-Yang Liu, Meikang Qiu, Ruimin Shen, Wei Shu, Min-You Wu |
| 2016 | WCNC | A novel link scheduling algorithm for wireless networks using directional antenna. | Zhaoshu Tang, Ming Zhu, Lei Wang, Honglian Ma |
| 2015 | ANT | Using Category Theory to Verify Implementation Against Design in Concurrent Systems. | Ming Zhu, Peter Grogono, Olga Ormandjieva |
| 2015 | GLOBECOM | Acoustic Source Localization with Distributed Smartphone Arrays. | Jinghong Huang, Naigao Jin, Lei Wang, Xue Chen, Xia Sheng, Shuailing Yang, Xiangyu Zhao, Liang Sun, Ming Zhu |
| 2015 | GLOBECOM | Optimized Periodical Charging in Large-Scale Deployed WSNs. | Zhenquan Qin, Bingxian Lu, Chunting Zhou, Lei Wang, Ming Zhu, Lei Shu, Xiaojing Zhu |
| 2015 | GLOBECOM | A Public Vehicle System with Multiple Origin-Destination Pairs on Traffic Networks. | Ming Zhu, Linghe Kong, Xiao-Yang Liu, Ruimin Shen, Wei Shu, Min-You Wu |
| 2015 | ICA3PP | Design Efficient In-Database Video Storage Approach by Learning from Performance Evaluation of BLOB. | Hui Li, Mei Chen, Zhenyu Dai, Ming Zhu, Menglin Huang |
| 2015 | ICA3PP | Performance Prediction for Concurrent Workloads in Distributed Database Systems. | Hui Li, Xiaohuan Hou, Mei Chen, Zhenyu Dai, Ming Zhu, Menglin Huang |
| 2015 | ICA3PP | Enhancing Parallel Data Loading for Large Scale Scientific Database. | Hui Li, Hongyuan Li, Mei Chen, Zhenyu Dai, Ming Zhu, Menglin Huang |
| 2015 | ICA3PP | FASTDB: An Array Database System for Efficient Storing and Analyzing Massive Scientific Data. | Hui Li, Nengjun Qiu, Mei Chen, Hongyuan Li, Zhenyu Dai, Ming Zhu, Menglin Huang |
| 2015 | ICA3PP | ABR-Tree: An Efficient Distributed Multidimensional Indexing Approach for Massive Data. | Xin Zhou, Hui Li, Xiao Zhang, Shan Wang, Yanyu Ma, Ke-yan Liu, Ming Zhu, Menglin Huang |
| 2015 | ICPP | MIFO: Multi-path Interdomain Forwarding. | Ming Zhu, Dan Li, Ying Liu, Dan Pei, K. K. Ramakrishnan, Lili Liu, Jianping Wu |
| 2014 | ICCCN | UPMAC: A localized load-adaptive MAC protocol for underwater acoustic networks. | Wenzhe Zhang, Zhenquan Qin, Jiajun Xin, Lei Wang, Ming Zhu, Liang Sun, Lei Shu |
| 2014 | ICCCN | Using multiple unmanned aerial vehicles to maintain connectivity of MANETs. | Ming Zhu, Zhiping Cai, Dong Zhao, Junhui Wang, Ming Xu |
| 2014 | ICCCN | CDRDN: Content Driven Routing in Datacenter Network. | Ming Zhu, Dan Li, Ying Liu, Jianping Wu |
| 2014 | ISVC | Violence Detection in Video by Using 3D Convolutional Neural Networks. | Chunhui Ding, Shouke Fan, Ming Zhu, Weiguo Feng, Baozhi Jia |
| 2014 | IWQoS | TED: Inter-domain traffic engineering via deflection. | Ming Zhu, Jun Li, Ying Liu, Dan Li, Jianping Wu |
| 2014 | LANMAN | Higher bandwidth may sometimes reduce cloud application performance. | Jing Zhu, Wei Liang, Zhixiong Jiang, Jianping Wu, Ming Zhu |
| 2014 | LANMAN | CCOF: Congestion control on the fly for Inter-Domain routing. | Ming Zhu, Ying Liu, Jun Li, Jianping Wu |
| 2014 | WCNC | The charging-scheduling problem for electric vehicle networks. | Ming Zhu, Xiao-Yang Liu, Linghe Kong, Ruimin Shen, Wei Shu, Min-You Wu |
| 2013 | AVSS | An efficient pixel-wise method for moving object detection in complex scenes. | Weiguo Feng, Rui Liu, Baozhi Jia, Ming Zhu |
| 2013 | CAIP | Adaptive Pixel/Patch-Based Stereo Matching for 2D Face Recognition. | Rui Liu, Weiguo Feng, Ming Zhu |
| 2013 | GLOBECOM | Centralized small-cell radio access network with shared millimeter-wave radio-over-fiber resources. | Lin Cheng, Cheng Liu, Ming Zhu, Jing Wang, Gee-Kung Chang |
| 2013 | GLOBECOM | Closed-form analysis of intra/inter-band cross-modulation in multiband radio-over-fiber systems. | Jing Wang, Cheng Liu, Ming Zhu, Anlin Yi, Gee-Kung Chang |
| 2013 | ICMV | A method of real-time detection for distant moving obstacles by monocular vision. | Baozhi Jia, Ming Zhu |
| 2013 | ICONIP | Occlusion-Robust Face Recognition Using Iterative Stacked Denoising Autoencoder. | Ying Zhang, Rui Liu, Saizheng Zhang, Ming Zhu |
| 2013 | WCNC | Downlink Packets Scheduling in enterprise WLAN. | Dong Zhao, Ming Zhu, Ming Xu, Jiannong Cao |
| 2012 | CLUSTER | Affinity-aware Virtual Cluster Optimization for MapReduce Applications. | Cairong Yan, Ming Zhu, Xin Yang, Ze Yu, Min Li, Youqun Shi, Xiaolin Li |
| 2012 | SNPD | Improved Minimum Hop Routing Protocol in WSN. | Yankun Li, Ming Zhu, Haiqin Qu, Nannan Wang, Yichuan Song |
| 2011 | CIS | Promotion Analysis Based on Fitting in Multi-Level Space. | Li Sun, Ming Zhu, Jiyun Li |
| 2011 | Mobisys | Poster: a green solution for intelligent metropolitan heating system with uSDcard. | Wenlong Yue, Lei Wang, Ming Zhu, Zhenquan Qin, Lei Shu, Canfeng Chen |
| 2010 | ADMA | Mining Spatial Association Rules with Multi-relational Approach. | Min Qian, Lijie Pu, Rong Fu, Ming Zhu |
| 2010 | IJCNN | Intelligent trading using support vector regression and multilayer perceptrons optimized with genetic algorithms. | Ming Zhu, Lipo Wang |
| 2010 | NSS | A Novel Threat Assessment Method for DDoS Early Warning Using Network Vulnerability Analysis. | Qiang Liu, Jianping Yin, Zhiping Cai, Ming Zhu |
| 2009 | DASC | A Remote Monitoring System of IDC Room Based on ZigBee Wireless Sensor Networks. | Shuchao Ma, Ming Zhu, Lei Wang, Lei Shu, Suran Li, Shumin Huang |
| 2009 | MASS | A Proportional Fair Backoff Scheme for Wireless Sensor Networks. | Yuanfang Chen, Mingchu Li, Lei Wang, Zhuxiu Yuan, Weiping Sun, Chunsheng Zhu, Ming Zhu, Lei Shu |
| 2008 | IJCNN | Radar emitter signal recognition based on atomic decomposition. | Ming Zhu, Weidong Jin, Laizhao Hu |
| 2007 | ICNC | Developed Acoustic Multi-relaxation Algorithm for Humidity Measurement in Gas Mixtures. | Ming Zhu, Shu Wang, Shutao Wang, Donghai Xia |
| 2006 | CSCWD | Cooperative Multi-Versioning Technique Based on Version Replication. | Wanfeng Dou, Ming Zhu, Qi Shen |
| 2006 | ISNN | An Efficient Similarity-Based Validity Index for Kernel Clustering Algorithm. | Yunwei Pu, Ming Zhu, Weidong Jin, Laizhao Hu |
| 2005 | IBPRIA | Anisotropic 3D Reconstruction and Restoration for Rotation-Scanning 4D Echocardiographic Images Based on MAP-MRF. | Qiang Guo, Xin Yang, Ming Zhu, Kun Sun |
| 2005 | IBPRIA | Prior Based Cardiac Valve Segmentation in Echocardiographic Sequences: Geodesic Active Contour Guided by Region and Shape Prior. | Yanfeng Shang, Xin Yang, Ming Zhu, Biao Jin, Ming Liu |
| 2005 | ICCSA | Region and Shape Prior Based Geodesic Active Contour and Application in Cardiac Valve Segmentation. | Yanfeng Shang, Xin Yang, Ming Zhu, Biao Jin, Ming Liu |
| 2004 | NCA | Dynamic Key Messaging for Cluster Computing. | Ming Zhu, Yang Wang, Meng Ding, Constantine Katsinis |
| 2000 | PDPTA | Science Processing of MODIS Earth Observing Data with a Parallel Cluster. | Tarek A. El-Ghazawi, Christopher Lynnes, Ming Zhu, Prachya Chalermwat, Marc Brown |
| 2000 | PDPTA | Modeling Performance Analysis of a Communication Optimization Scheme in Network-based Distributed Computing. | Ming Zhu |
| 1999 | ICRA | Experiments with Transparent Teleoperation Under Position and Rate Control. | Wen-Hong Zhu, Septimiu E. Salcudean, Ming Zhu |
| 1995 | IROS | Achieving transparency for teleoperator systems under position and rate control. | Ming Zhu, Septimiu E. Salcudean |
| 1993 | Interspeech | Speaker independent isolated word recognition using vector quantization and neural networks. | Ming Zhu, Klaus Fellbaum |
| 1990 | ICASSP | A connectionist model for speaker-independent isolated word recognition. | Ming Zhu, Klaus Fellbaum |