| 2026 | ACL | An LLM-Embedding Semantic Adaptation Network for Post-level Semantic Drift Evaluation. | Ning Chen, Mingyu Kang, Jie Li, Linyuan L |
| 2026 | ISCAS | A Resource-Efficient and Low-Latency Multi-Tap DFE with Soft-Decision for PAM4 Receiver. | Junyu Lin, Jian Yu, Ning Chen, Tianqin Ye, Lei Shen |
| 2026 | IWQoS | Adaptive Multi-Path Mamba Knowledge Distillation Framework for Industrial Defect Detection. | Shengjie Li, Jiancheng Chi, Pengfei Wang, Lei Wang, Xiaobo Zhou, Ning Chen, Tie Qiu |
| 2026 | SIGIR | Item-Targeting with Keyword Enhancement: A Hybrid Approach to Ads Targeting. | Hua Zou, Dipanwita Saha, Ning Chen, Chen Yang, Xinxin Shu, Abraham Bagherjeiran |
| 2025 | ICASSP | RemoteTrimmer: Adaptive Structural Pruning for Remote Sensing Image Classification. | Guangwenjie Zou, Liang Yao, Fan Liu, Chuanyi Zhang, Xin Li, Ning Chen, Shengxiang Xu, Jun Zhou |
| 2025 | ICCV | Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization. | Zuyu Zhang, Ning Chen, Yongshan Liu, Qinghua Zhang, Xu Zhang |
| 2025 | ICDM | DynaCLIP: A Novel Framework for Video-Text Retrieval Via Dynamic Curriculum Learning and Adaptive Prompt Mixture-of-Experts. | Ning Chen, Xingming Liao, Chengzhong Lin, Zhuowei Wang, Peijian Zeng |
| 2025 | ICPADS | A Multi-Modal DRL Framework for Fair and Efficient Multi-UAV Communication Coverage. | Cheng Cui, Xiaoyu Wang, Ning Chen |
| 2025 | ICPADS | DEOF: Discerning and Elastic Offloading for Accuracy-Efficient Video Analytics. | Hao Pan, Ning Chen, Xiaoyu Wang, Yanni Xing, Sheng Zhang, Jie Wu |
| 2025 | ICPADS | ReMo: Adaptive Region-Based Offloading for Collaborative Edge Video Analytics. | Yanni Xing, Yu-E Sun, Ning Chen, Hao Pan, Sheng Zhang, Jie Wu |
| 2025 | IECON | A Lightweight Collision-Inclusive Trajectory Planner for UAV. | Ning Chen, Sichen Yang, Yipeng Yang, Fangzhou Liu, Zhan Li |
| 2025 | MICCAI | EFMS-Net: Efficient Frequency-Enhanced Multi-scale Network for Ischemic Stroke Segmentation. | Jie Yang, Shaowei Shen, Xuwei Fan, Ning Chen, Zhibin Gao, Lianfen Huang, Yihong Zhan |
| 2024 | CSCWD | A Probability-Based Scheme for Generating Robust Internet of Things. | Jingchen Sun, Ning Chen, Songwei Zhang, Zhaolong Ning, Tie Qiu |
| 2024 | ICDE | MACRO: Incentivizing Multi-Leader Game-Based Pareto-Efficient Crowdsourcing for Video Analytics. | Yu Chen, Sheng Zhang, Ziying Zhou, Xiaokun Wang, Yu Liang, Ning Chen, Yuting Yan, Mingjun Xiao, Jie Wu, Zhuzhong Qian, Harry Xu |
| 2024 | INFOCOM | TileSR: Accelerate On-Device Super-Resolution with Parallel Offloading in Tile Granularity. | Ning Chen, Sheng Zhang, Yu Liang, Jie Wu, Yu Chen, Yuting Yan, Zhuzhong Qian, Sanglu Lu |
| 2024 | INFOCOM | VisFlow: Adaptive Content-Aware Video Analytics on Collaborative Cameras. | Yuting Yan, Sheng Zhang, Xiaokun Wang, Ning Chen, Yu Chen, Yu Liang, Mingjun Xiao, Sanglu Lu |
| 2024 | Interspeech | Auditory Spatial Attention Detection Based on Feature Disentanglement and Brain Connectivity-Informed Graph Neural Networks. | Yixiang Niu, Ning Chen, Hongqing Zhu, Zhiying Zhu, Guangqiang Li, Yibo Chen |
| 2024 | VTC | Collaborative Sensing-Assisted Task Offloading and Resource Allocation for ISAC-Based Vehicular Clouds. | Junzhe Lin, Zhang Liu, Ning Chen, Yifeng Zhao, Lianfen Huang |
| 2023 | CSCWD | An Evolutionary Reinforcement Learning Scheme for IoT Robustness. | Xinwei Yang, Ning Chen, Songwei Zhang, Xiaobo Zhou, Lejun Zhang, Tie Qiu |
| 2023 | CVPR | Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition. | Xiao Yang, Chang Liu, Longlong Xu, Yikai Wang, Yinpeng Dong, Ning Chen, Hang Su, Jun Zhu |
| 2023 | ICCV | Towards Viewpoint-Invariant Visual Recognition via Adversarial Training. | Shouwei Ruan, Yinpeng Dong, Hang Su, Jianteng Peng, Ning Chen, Xingxing Wei |
| 2023 | ICPP | BIRP: Batch-aware Inference Workload Redistribution and Parallel Scheme for Edge Collaboration. | Hesheng Sun, Xinyi Chen, Zhuzhong Qian, Zengji Li, Ning Chen, Tuo Cao, Suwei Xu, Yitong Zhou |
| 2023 | INFOCOM | Crowd | Yu Chen, Sheng Zhang, Yuting Yan, Yibo Jin, Ning Chen, Mingtao Ji, Mingjun Xiao |
| 2023 | INFOCOM | ResMap: Exploiting Sparse Residual Feature Map for Accelerating Cross-Edge Video Analytics. | Ning Chen, Shuai Zhang, Sheng Zhang, Yuting Yan, Yu Chen, Sanglu Lu |
| 2023 | Interspeech | Synthetic Voice Spoofing Detection based on Feature Pyramid Conformer. | Jingran Gong, Ning Chen |
| 2023 | Interspeech | Automatic Speech Disentanglement for Voice Conversion using Rank Module and Speech Augmentation. | Zhonghua Liu, Shijun Wang, Ning Chen |
| 2022 | CSCWD | A Neuroevolution-Inspired Scheme for Generating Robust Internet of Things. | Lidi Zhang, Songwei Zhang, Ning Chen, Wenyuan Liu, Xiaobo Zhou, Tie Qiu |
| 2022 | HCI | Study on Drivers' Situation Awareness in a Glance During Automated Driving. | Hua Qin, Ning Chen, Yue Wang |
| 2022 | IJCAI | Towards Safe Reinforcement Learning via Constraining Conditional Value-at-Risk. | Chengyang Ying, Xinning Zhou, Hang Su, Dong Yan, Ning Chen, Jun Zhu |
| 2022 | INFOCOM | Learning for Crowdsourcing: Online Dispatch for Video Analytics with Guarantee. | Yu Chen, Sheng Zhang, Yibo Jin, Zhuzhong Qian, Mingjun Xiao, Ning Chen, Zhi Ma |
| 2022 | Interspeech | Audio-Visual Scene Classification Based on Multi-modal Graph Fusion. | Han Lei, Ning Chen |
| 2021 | IJCAI | Two Birds with One Stone: Series Saliency for Accurate and Interpretable Multivariate Time Series Forecasting. | Qingyi Pan, Wenbo Hu, Ning Chen |
| 2021 | IJCAI | Combining Tree Search and Action Prediction for State-of-the-Art Performance in DouDiZhu. | Yunsheng Zhang, Dong Yan, Bei Shi, Haobo Fu, Qiang Fu, Hang Su, Jun Zhu, Ning Chen |
| 2020 | ICLR | Rethinking Softmax Cross-Entropy Loss for Adversarial Robustness. | Tianyu Pang, Kun Xu, Yinpeng Dong, Chao Du, Ning Chen, Jun Zhu |
| 2020 | IJCAI | Automatic Emergency Diagnosis with Knowledge-Based Tree Decoding. | Ke Wang, Xuyan Chen, Ning Chen, Ting Chen |
| 2020 | ICPR | Learn to Segment Retinal Lesions and Beyond. | Qijie Wei, Xirong Li, Weihong Yu, Xiao Zhang, Yongpeng Zhang, Bojie Hu, Bin Mo, Di Gong, Ning Chen, Dayong Ding, Youxin Chen |
| 2020 | IJCNN | Joint Medical Ontology Representation Learning for Healthcare Predictions. | Ke Wang, Ning Chen, Ting Chen |
| 2020 | KDD | Order Fulfillment Cycle Time Estimation for On-Demand Food Delivery. | Lin Zhu, Wei Yu, Kairong Zhou, Xing Wang, Wenxing Feng, Pengyu Wang, Ning Chen, Pei Lee |
| 2020 | VTC | Learning-Based Joint User-AP Association and Resource Allocation in Ultra Dense Network. | Zhipeng Cheng, Minghui LiWang, Ning Chen, Hongyue Lin, Zhibin Gao, Lianfen Huang |
| 2020 | SECON | Provisioning Edge Inference as a Service via Online Learning. | Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Ning Chen, Sanglu Lu, Xiaoliang Wang |
| 2019 | DASC | An Incremental Broad Learning Approach for Semi-Supervised Classification. | Xize Liu, Tie Qiu, Chen Chen, Huansheng Ning, Ning Chen |
| 2019 | ICDM | DCMN: Double Core Memory Network for Patient Outcome Prediction with Multimodal Data. | Yujuan Feng, Zhenxing Xu, Lin Gan, Ning Chen, Bin Yu, Ting Chen, Fei Wang |
| 2019 | ICML | Improving Adversarial Robustness via Promoting Ensemble Diversity. | Tianyu Pang, Kun Xu, Chao Du, Ning Chen, Jun Zhu |
| 2019 | ICPADS | When Learning Joins Edge: Real-Time Proportional Computation Offloading via Deep Reinforcement Learning. | Ning Chen, Sheng Zhang, Zhuzhong Qian, Jie Wu, Sanglu Lu |
| 2019 | IJCAI | Transferable Adversarial Attacks for Image and Video Object Detection. | Xingxing Wei, Siyuan Liang, Ning Chen, Xiaochun Cao |
| 2019 | IECON | Data Fusion Based On-Line Product Quality Evaluation for the Manufacturing Process of Ternary Cathode Material. | Jiayang Dai, Shuang Tian, Ning Chen, Weihua Gui, Zhiwen Chen |
| 2018 | ICFEC | A Novel PMU Fog Based Early Anomaly Detection for an Efficient Wide Area PMU Network. | Zekun Yang, Ning Chen, Yu Chen, Ning Zhou |
| 2018 | ICML | Message Passing Stein Variational Gradient Descent. | Jingwei Zhuo, Chang Liu, Jiaxin Shi, Jun Zhu, Ning Chen, Bo Zhang |
| 2018 | WCNC | Implementing multiple identities in IMS/VoLTE networks using implicit registration. | Elliot Eichen, Rezwanul Azim, Neerja Bajaj, Ning Chen, Sameh El-Gawady, Rafael Gaviria, Lin Song, Gowtham Javaregowda, Richard Phipps |
| 2017 | AAAI | Learning Attributes from the Crowdsourced Relative Labels. | Tian Tian, Ning Chen, Jun Zhu |
| 2017 | ICONIP | A Grassmannian Approach to Zero-Shot Learning for Network Intrusion Detection. | Jorge Luis Rivero Prez, Bernardete Ribeiro, Ning Chen, Ftima Silva Leite |
| 2017 | IJCAI | Cake Cutting: Envy and Truth. | Xiaohui Bei, Ning Chen, Guangda Huzhang, Biaoshuai Tao, Jiajun Wu |
| 2017 | INFOCOM | Online anomalous vehicle detection at the edge using multidimensional SSA. | Ning Chen, Zekun Yang, Yu Chen, Aleksey Polunchenko |
| 2016 | AAAI | Discriminative Nonparametric Latent Feature Relational Models with Data Augmentation. | Bei Chen, Ning Chen, Jun Zhu, Jiaming Song, Bo Zhang |
| 2016 | AAAI | Incentives for Strategic Behavior in Fisher Market Games. | Ning Chen, Xiaotie Deng, Bo Tang, Hongyang Zhang |
| 2016 | AAAI | Nonlinear Feature Extraction with Max-Margin Data Shifting. | Jianqiao Wangni, Ning Chen |
| 2016 | RECOMB | mLDM: A New Hierarchical Bayesian Statistical Model for Sparse Microbial Association Discovery. | Yuqing Yang, Ning Chen, Ting Chen |
| 2016 | WSDM | Mobile App Tagging. | Ning Chen, Steven C. H. Hoi, Shaohua Li, Xiaokui Xiao |
| 2015 | HAIS | A Structural Pattern Mining Approach for Credit Risk Assessment. | Bernardete Ribeiro, Ning Chen, Alexander Kovacec |
| 2015 | ICALP | Solving Linear Programming with Constraints Unknown. | Xiaohui Bei, Ning Chen, Shengyu Zhang |
| 2015 | ICALP | Secretary Markets with Local Information. | Ning Chen, Martin Hoefer, Marvin Knnemann, Chengyu Lin, Peihan Miao |
| 2015 | WSDM | SimApp: A Framework for Detecting Similar Mobile Applications by Online Kernel Learning. | Ning Chen, Steven C. H. Hoi, Shaohua Li, Xiaokui Xiao |
| 2014 | AAAI | Dropout Training for Support Vector Machines. | Ning Chen, Jun Zhu, Jianfei Chen, Bo Zhang |
| 2014 | ICONIP | Hashing for Financial Credit Risk Analysis. | Bernardete Ribeiro, Ning Chen |
| 2014 | IJCNN | Max-margin latent feature relational models for entity-attribute networks. | Fei Xia, Ning Chen, Jun Zhu, Aonan Zhang, Xiaoming Jin |
| 2014 | ICSE | AR-miner: mining informative reviews for developers from mobile app marketplace. | Ning Chen, Jialiu Lin, Steven C. H. Hoi, Xiaokui Xiao, Boshen Zhang |
| 2014 | STOC | Optimal competitive auctions. | Ning Chen, Nick Gravin, Pinyan Lu |
| 2013 | ICML | Gibbs Max-Margin Topic Models with Fast Sampling Algorithms. | Jun Zhu, Ning Chen, Hugh Perkins, Bo Zhang |
| 2013 | IJCAI | Generalized Relational Topic Models with Data Augmentation. | Ning Chen, Jun Zhu, Fei Xia, Bo Zhang |
| 2013 | KDD | Trial and error in influential social networks. | Xiaohui Bei, Ning Chen, Liyu Dou, Xiangru Huang, Ruixin Qiang |
| 2013 | STOC | On the complexity of trial and error. | Xiaohui Bei, Ning Chen, Shengyu Zhang |
| 2012 | AAAI | Optimal Proportional Cake Cutting with Connected Pieces. | Xiaohui Bei, Ning Chen, Xia Hua, Biaoshuai Tao, Endong Yang |
| 2012 | AAAI | Computing the Nucleolus of Matching, Cover and Clique Games. | Ning Chen, Pinyan Lu, Hongyang Zhang |
| 2012 | ICALP | Incentive Ratios of Fisher Markets. | Ning Chen, Xiaotie Deng, Hongyang Zhang, Jie Zhang |
| 2012 | ICONIP | Biclustering and Subspace Learning with Regularization for Financial Risk Analysis. | Bernardete Ribeiro, Ning Chen |
| 2012 | IDEAL | Credit Scoring for SME Using a Manifold Supervised Learning Algorithm. | Armando Vieira, Bernardete Ribeiro, Ning Chen |
| 2012 | STOC | Budget feasible mechanism design: from prior-free to bayesian. | Xiaohui Bei, Ning Chen, Nick Gravin, Pinyan Lu |
| 2012 | STACS | On Computing Pareto Stable Assignments. | Ning Chen |
| 2011 | EPIA | Bankruptcy Trajectory Analysis on French Companies Using Self-Organizing Map. | Ning Chen, Bernardete Ribeiro, Armando Vieira |
| 2011 | ESA | How Profitable Are Strategic Behaviors in a Market? | Ning Chen, Xiaotie Deng, Jie Zhang |
| 2011 | ICCAD | Fast statistical timing analysis for circuits with Post-Silicon Tunable clock buffers. | Bing Li, Ning Chen |
| 2011 | ICML | Infinite SVM: a Dirichlet Process Mixture of Large-margin Kernel Machines. | Jun Zhu, Ning Chen, Eric P. Xing |
| 2011 | IJCAI | Dynamics of Profit-Sharing Games. | John Augustine, Ning Chen, Edith Elkind, Angelo Fanelli, Nick Gravin, Dmitry Shiryaev |
| 2011 | IJCAI | A Market Clearing Solution for Social Lending. | Ning Chen, Arpita Ghosh |
| 2011 | IJCNN | Graph weighted subspace learning models in bankruptcy. | Bernardete Ribeiro, Ning Chen |
| 2011 | ICSE | GATE: game-based testing environment. | Ning Chen |
| 2011 | ISI | Analysis of cyberspace security situational awareness based on fuzz reason. | Haidong Xiao, Ning Chen |
| 2011 | ISI | Situational awareness on disruption management: A system information propagation approach. | Haidong Xiao, Ning Chen, Yan Hu |
| 2011 | KDD | Conditional topical coding: an efficient topic model conditioned on rich features. | Jun Zhu, Ni Lao, Ning Chen, Eric P. Xing |
| 2011 | SODA | On the Approximability of Budget Feasible Mechanisms. | Ning Chen, Nick Gravin, Pinyan Lu |
| 2011 | SAGT | Computation and Incentives of Competitive Equilibria in a Matching Market. | Ning Chen, Xiaotie Deng |
| 2010 | ESA | Strongly Stable Assignment. | Ning Chen, Arpita Ghosh |
| 2010 | FOCS | Frugal Mechanism Design via Spectral Techniques. | Ning Chen, Edith Elkind, Nick Gravin, Fedor Petrov |
| 2010 | ICALP | Envy-Free Pricing in Multi-item Markets. | Ning Chen, Xiaotie Deng |
| 2010 | ICANN | Weighted Learning Vector Quantization to Cost-Sensitive Learning. | Ning Chen, Bernardete Ribeiro, Armando Vieira, Joo M. M. Duarte, Joo Carvalho das Neves |
| 2010 | ICCAD | Fast statistical timing analysis of latch-controlled circuits for arbitrary clock periods. | Bing Li, Ning Chen, Ulf Schlichtmann |
| 2009 | DATE | On hierarchical statistical static timing analysis. | Bing Li, Ning Chen, Manuel Schmidt, Walter Schneider, Ulf Schlichtmann |
| 2009 | EPIA | Cost-Sensitive Learning Vector Quantization for Financial Distress Prediction. | Ning Chen, Armando Vieira, Joo M. M. Duarte, Bernardete Ribeiro, Joo Carvalho das Neves |
| 2009 | ICAART | A Batch Learning Vector Quantization Algorithm for Categorical Data. | Ning Chen, Nuno C. Marques |
| 2009 | ICAART | Extending Learning Vector Quantization for Classifying Data with Categorical Values. | Ning Chen, Nuno C. Marques |
| 2009 | ICAART | Bankruptcy Prediction based on Independent Component Analysis. | Ning Chen, Armando Vieira |
| 2009 | ICALP | Approximating Matches Made in Heaven. | Ning Chen, Nicole Immorlica, Anna R. Karlin, Mohammad Mahdian, Atri Rudra |
| 2009 | ICANN | Speech Hashing Algorithm Based on Short-Time Stability. | Ning Chen, Wanggen Wan |
| 2009 | ICCAD | Timing model extraction for sequential circuits considering process variations. | Bing Li, Ning Chen, Ulf Schlichtmann |
| 2009 | ICNC | Extended Kernel Self-Organizing Map Clustering Algorithm. | Ning Chen, Hongyi Zhang |
| 2009 | ISCAS | High-performance Designs of AES Transformations. | Ning Chen, Zhiyuan Yan |
| 2008 | GRC | ANN-modeled-classification based on Pi-Calculus. | Ning Chen |
| 2008 | ISCAS | Compact designs of mixcolumns and subbytes using a novel common subexpression elimination algorithm. | Ning Chen, Zhiyuan Yan |
| 2008 | ISNN | A Sparse Sampling Method for Classification Based on Likelihood Factor. | Linge Ding, Fuchun Sun, Hongqiao Wang, Ning Chen |
| 2008 | SODA | On the approximability of influence in social networks. | Ning Chen |
| 2007 | SODA | Dynamic pricing for impatient bidders. | Nikhil Bansal, Ning Chen, Neva Cherniavsky, Atri Rudra, Baruch Schieber, Maxim Sviridenko |
| 2007 | SODA | Cheap labor can be expensive. | Ning Chen, Anna R. Karlin |
| 2007 | WAW | Deterministic Decentralized Search in Random Graphs. | Esteban Arcaute, Ning Chen, Ravi Kumar, David Liben-Nowell, Mohammad Mahdian, Hamid Nazerzadeh, Ying Xu |
| 2006 | CISS | High-Throughput Turbo-Sum-Product Decoding of QC LDPC Codes. | Yongmei Dai, Zhiyuan Yan, Ning Chen |
| 2005 | EPIA | An Extension of Self-organizing Maps to Categorical Data. | Ning Chen, Nuno C. Marques |
| 2005 | ICASSP | Peak-to-average power ratio reduction in OFDM with blind selected pilot tone modulation. | Ning Chen, G. Tong Zhou |
| 2005 | ICASSP | Dynamic selected mapping for OFDM. | Hua Qian, Chunpeng Xiao, Ning Chen, G. Tong Zhou |
| 2005 | ISNN | Automatic Authentication Technique Based on Supervised ART-2 and Polynomial Spline Pyramid Algorithm. | Ning Chen, Boqin Feng, Haixiao Wang, Hao Zhang |
| 2004 | ESA | Fisher Equilibrium Price with a Class of Concave Utility Functions. | Ning Chen, Xiaotie Deng, Xiaoming Sun, Andrew Chi-Chih Yao |
| 2004 | ICALP | Dynamic Price Sequence and Incentive Compatibility (Extended Abstract). | Ning Chen, Xiaotie Deng, Xiaoming Sun, Andrew Chi-Chih Yao |
| 2004 | ICASSP | What is the price paid for superimposed training in OFDM? | Ning Chen, G. Tong Zhou |
| 2004 | SOFSEM | Fully Truthful Mechanisms. | Ning Chen, Hong Zhu |
| 2003 | EPIA | Border Detection on Remote Sensing Satellite Data Using Self-Organizing Maps. | Nuno M. C. Marques, Ning Chen |
| 2003 | ICCS | Double Auction in Two-Level Markets. | Ning Chen, Xiaotie Deng, Hong Zhu |
| 2003 | PDPTA | A Secure and One-Time-Password Based Computer Authentication System. | Ning Chen, James C. Chen |
| 2002 | PDPTA | A Case Study of the EJB Security: Combining Declarative, Role-based Access Control with Programmatic Application-specific Proxy Security Checks. | Ning Chen |
| 1999 | PDPTA | A Neural Network Assisted Navigation Tool in Teleoperation of Robot Arm Manipulator. | Ning Chen |
| 1997 | ICRA | Touch-driven robot control using a tactile Jacobian. | Ning Chen, Hong Zhang, Raymond E. Rink |
| 1996 | ICRA | Local object shape from tactile sensing. | Ning Chen, Raymond E. Rink, Hong Zhang |
| 1995 | IROS | Efficient edge detection from tactile data. | Ning Chen, Raymond E. Rink, Hong Zhang |
| 1995 | IROS | Edge tracking using tactile servo. | Ning Chen, Hong Zhang, Raymond E. Rink |
| 1992 | IROS | Robot Path Planner : A Neural Networks Approach. | Ning Chen, Hwang Chung |
| 1985 | ICRA | Manipulator maneuvering by feedback linearization with saturating inputs. | Thomas A. W. Dwyer III, M. Sami Fadali, Ning Chen, G. K. F. Lee |