| 2026 | AAAI | Discovering Decoupled Functional Modules in Large Language Models. | Yanke Yu, Jin Li, Ying Sun, Ping L 0057i, Zhefeng Wang, Yi Zheng |
| 2026 | ACL | Punctuation-Steered Representation Fine-Tuning. | Zheng Gong, Ying Sun, Ping Li, Yi Zheng, Zhefeng Wang |
| 2026 | ACL | PRA-RAG: Provably Robust Aggregation in Retrieval-Augmented Generation against Retrieval Corruption. | Xue Tan, Yi Zheng, Chang Huo, Yunruo Zhang, Yu Liu, Hao Luan, Zhuyang Yu, Jun Dai, Xiaoyan Sun, Ping Chen |
| 2026 | CHI | Toward Natural and Companionable Virtual Agents via Cross-Temporal Emotional Modeling. | Yi Zheng, Feier Qin, Xiao Li, Haibin Huang, Hanyao Wang, Xiaoyu Wang, Yan Lu, Yuan Zhang |
| 2026 | EACL | Validating Automatic Evaluation of Controllable Counterspeech Generation: Rankings Matter More Than Scores. | Yi Zheng, Bjrn Ross, Walid Magdy |
| 2026 | ISCAS | Performance-Aware Design Space Exploration for Chiplet-Based Cortical Simulation Processors Considering Area Constraint. | Fanxi Yang, Yi Zheng, Lufei Fan, Qi Jiang, Tianhao Li, Xun He, Lirong Zheng, Zhuo Zou |
| 2026 | KSEM | Clustering with Ordered Pair of Normalized Real Numbers: A Novel Framework for Modeling Feature Relationships. | Ying Tang, Jia Guo, Yi Zheng, Hao Feng, Xiaoqin Pan, Lei Zhou |
| 2026 | WCNC | In-Orbit Collaborative Computing Method for Real-Time Tasks in Low Earth Orbit Satellite Networks. | Jiayi Xie, Jiaxin Zhang, Yi Zheng, Wenzhang Cao, Wenbo Wang |
| 2025 | CSCWD | AI-Driven Dynamic Video Game Battles: Case Study of the Design of Tripo Clash. | Zhaohan Wang, Yi Zheng, Mengyuan Zhang, Teng Cai, Zixuan Huang, Ruishen Zhao, Jingwei Chen, Xinyuan Huang |
| 2025 | CSCWD | Creative-Agent: A Creative Prototype Generation System Driven by Objectives and Key Results. | Yi Zheng, Haibin Huang, Chongyang Ma, Kanle Shi, Jingwei Chen, Han Yan, Xinyuan Huang |
| 2025 | EMNLP | FISTAPruner: Layer-wise Post-training Pruning for Large Language Models. | Pengxiang Zhao, Hanyu Hu, Ping Li, Yi Zheng, Zhefeng Wang, Xiaoming Yuan |
| 2025 | FAST | IMPRESS: An Importance-Informed Multi-Tier Prefix KV Storage System for Large Language Model Inference. | Weijian Chen, Shuibing He, Haoyang Qu, Ruidong Zhang, Siling Yang, Ping Chen, Yi Zheng, Baoxing Huai, Gang Chen |
| 2025 | HCI | Leveraging Large Language Models for Automated Psychological Analysis in Electronic Sandboxes. | Wei Bu, Jing Chen, Yi Zheng, Zhe Zhang |
| 2025 | ICDCS | ECCheck: Enhancing In-Memory Checkpoint with Erasure Coding in Distributed DNN Training. | Guicheng Qi, Zongpeng Li, Chuan Wu, Zhuwei Peng, Yi Zheng |
| 2025 | IJCNN | Wave Height Prediction: 3D Spatiotemporal FourCastNet Method with Multi-Factor. | Yi Zheng, Chenchen He, Zhanao Huang, Canghong Shi, Xiaojie Li, Yingjie Deng, Zhipeng Yang, Xi Wu |
| 2025 | ISNCC | Dynamic Resource Management in LEO Satellite Systems with Priority-Driven Genetic Algorithm and Local Optima Escape. | Chengjie Li, Yi Zheng, Lidong Zhu |
| 2024 | COLING | LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models. | Juan Pablo Muoz, Jinjie Yuan, Yi Zheng, Nilesh Jain |
| 2024 | COLING | EFTNAS: Searching for Efficient Language Models in First-Order Weight-Reordered Super-Networks. | Juan Pablo Muoz, Yi Zheng, Nilesh Jain |
| 2024 | DASFAA | Sparsity-Aware Personalized Pattern Extractor Network for Music Multi-task Learning. | Shijia Wang, Yi Zheng, Qiang Xiao, Yilong Zhao, Qimeng Yang, Chuanjiang Luo |
| 2024 | ICASSP | A Transformer-Based Network for Unifying Radio Map Estimation and Optimized Site Selection. | Yi Zheng, Cunyi Liao, Ji Wang, Shouyin Liu |
| 2024 | ICTAI | Virtual Network Embedding as Boolean Satisfiability. | Pavel Surynek, Yi Zheng, Erik Kline, Sven Koenig, T. K. Satish Kumar |
| 2024 | VTC | Machine Learning Based Driver Emotion Monitoring for Vehicular IoT. | Feng Xiao, Ze Xu, Yi Han, Yi Zhong, Yi Zheng, Mingxi Liao, Poshi Qin, Yuan Wan |
| 2023 | ACL | AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing. | Asaad Alghamdi, Xinyu Duan, Wei Jiang, Zhenhai Wang, Yimeng Wu, Qingrong Xia, Zhefeng Wang, Yi Zheng, Mehdi Rezagholizadeh, Baoxing Huai, Peilun Cheng, Abbas Ghaddar |
| 2023 | CIKM | HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity Recognition. | Wei Chen, Lili Zhao, Pengfei Luo, Tong Xu, Yi Zheng, Enhong Chen |
| 2023 | GLOBECOM | A Novel Ultra-Massive MIMO Beam Domain Channel Model for 6G Maritime Communications. | Yi Zheng, Yue Yang, Cheng-Xiang Wang, Jie Huang, Rui Feng |
| 2023 | ICASSP | Video Captioning via Relation-Aware Graph Learning. | Yi Zheng, Heming Jing, Qiujie Xie, Yuejie Zhang, Rui Feng, Tao Zhang, Shang Gao |
| 2023 | ICCCN | Improved Conflict-Based Search for the Virtual Network Embedding Problem. | Yi Zheng, Srivatsan Ravi, Erik Kline, Lincoln Thurlow, Sven Koenig, T. K. Satish Kumar |
| 2023 | VTC | QoE-aware 360-degree Video Streaming for Autonomous Vehicles. | Yi Han, Ammar A. Q. Aldaif, Huijun Yuan, Yi Zhong, Yi Zheng, Yangzhe Liao, Qing Li |
| 2022 | CHI | (Dis)Appearables: A Concept and Method for Actuated Tangible UIs to Appear and Disappear based on Stages. | Ken Nakagaki, Jordan L. Tappa, Yi Zheng, Jack Forman, Joanne Leong, Sven Koenig, Hiroshi Ishii |
| 2022 | EMNLP | ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks. | Kai Xiong, Xiao Ding, Zhongyang Li, Li Du, Ting Liu, Bing Qin, Yi Zheng, Baoxing Huai |
| 2022 | HPCC | VoiceBit: GPU-Accelerated Real-Time Human Voice Separation for Mobile Phones. | Gang Chen, Zhaoheng Zhou, Shengyu He, Yi Zheng, Wang Yi |
| 2022 | IROS | Recognition and Prediction of Surgical Gestures and Trajectories Using Transformer Models in Robot-Assisted Surgery. | Chang Shi, Yi Zheng, Ann Majewicz Fey |
| 2022 | NAACL | Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition. | Yingjie Gu, Xiaoye Qu, Zhefeng Wang, Yi Zheng, Baoxing Huai, Nicholas Jing Yuan |
| 2022 | PIMRC | Channel Capacities of Non-Stationary 6G Massive MIMO Channels with Mutual Coupling Verified by Channel Measurements. | Yue Yang, Yi Zheng, Cheng-Xiang Wang, Jie Huang |
| 2022 | VR | Semi-Analytical Surface Tension Model for Free Surface Flows. | Nurshat Menglik, Hebin Yao, Yi Zheng, Jian Shi, Ying Qiao, Xiaowei He |
| 2022 | UIC | A Graph-Based Information Fusion Approach for ADHD Subtype Classification. | Wuliang Huang, Xinlong Jiang, Chenlong Gao, Teng Zhang, Yunbing Xing, Yiqiang Chen, Yi Zheng, Jie Li |
| 2021 | DASFAA | Inheritance-Guided Hierarchical Assignment for Clinical Automatic Diagnosis. | Yichao Du, Pengfei Luo, Xudong Hong, Tong Xu, Zhe Zhang, Chao Ren, Yi Zheng, Enhong Chen |
| 2021 | EACL | Summarising Historical Text in Modern Languages. | Xutan Peng, Yi Zheng, Chenghua Lin, Advaith Siddharthan |
| 2021 | EUC | Forecasting the Track Irregularity of High-speed Railway based on a WT-GA-GRU Model. | Haining Meng, Wei Li, Wenjiang Ji, Yi Zheng, Xinyu Tong, Xinhong Hei |
| 2021 | ICCV | Scene Synthesis via Uncertainty-Driven Attribute Synchronization. | Haitao Yang, Zaiwei Zhang, Siming Yan, Haibin Huang, Chongyang Ma, Yi Zheng, Chandrajit Bajaj, Qixing Huang |
| 2021 | ICCV | Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-identification. | Yi Zheng, Shixiang Tang, Guolong Teng, Yixiao Ge, Kaijian Liu, Jing Qin, Donglian Qi, Dapeng Chen |
| 2021 | ICIP | Semantic-Based Sentence Recognition in Images Using Bimodal Deep Learning. | Yi Zheng, Qitong Wang, Margrit Betke |
| 2021 | IGARSS | Automatic Detection of Widely Distributed Local-Scale Subsidence Bowls in Rapidly Urbanizing Metropolitan Region Using Time-Series InSAR and Deep Learning Methods. | Zherong Wu, Zhuoyi Zhao, Yi Zheng, Peifeng Ma |
| 2021 | WCNC | A General 3D Non-Stationary Massive MIMO GBSM for 6G Communication Systems. | Yi Zheng, Long Yu, Runruo Yang, Cheng-Xiang Wang |
| 2021 | SoCS | Scalable Rail Planning and Replanning: Winning the 2020 Flatland Challenge. | Jiaoyang Li, Zhe Chen, Yi Zheng, Shao-Hung Chan, Daniel Harabor, Peter J. Stuckey, Hang Ma, Sven Koenig |
| 2020 | CHI | WeDA: Designing and Evaluating A Scale-driven Wearable Diagnostic Assessment System for Children with ADHD. | Xinlong Jiang, Yiqiang Chen, Wuliang Huang, Teng Zhang, Chenlong Gao, Yunbing Xing, Yi Zheng |
| 2020 | CVPR | A method for detecting text of arbitrary shapes in natural scenes that improves text spotting. | Qitong Wang, Yi Zheng, Margrit Betke |
| 2020 | KSEM | Butterfly-Based Higher-Order Clustering on Bipartite Networks. | Yi Zheng, Hongchao Qin, Jun Zheng, Fusheng Jin, Rong-Hua Li |
| 2019 | CHASE | Poster Abstract: Automated Detection of the Onset of Ventricular Depolarization in Challenging Clinical ECG Data. | Christopher I. Baek, Kanav Saraf, Michael H. Wasko, Xu Zhang, Yi Zheng, Per Henrik Borgstrm, Aman Mahajan, William J. Kaiser |
| 2019 | GLOBECOM | Efficiency and Security for Edge Computing Assisted Smart Grids. | Aidong Xu, Yixin Jiang, Jinsong Wu, Yunan Zhang, Wenjin Hou, Hong Wen, Yi Zheng |
| 2018 | DASFAA | ALO-DM: A Smart Approach Based on Ant Lion Optimizer with Differential Mutation Operator in Big Data Analytics. | Peng Hu, Yongli Wang, Hening Wang, Ruxin Zhao, Chi Yuan, Yi Zheng, Qianchun Lu, Yanchao Li, Isma Masood |
| 2018 | IJCNN | Predicting Drug Targets from Heterogeneous Spaces using Anchor Graph Hashing and Ensemble Learning. | Yi Zheng, Hui Peng, Xiaocai Zhang, Xiaoying Gao, Jinyan Li |
| 2018 | SDM | On Spectral Graph Embedding: A Non-Backtracking Perspective and Graph Approximation. | Fei Jiang, Lifang He, Yi Zheng, Enqiang Zhu, Jin Xu, Philip S. Yu |
| 2017 | ICML | No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis. | Rong Ge, Chi Jin, Yi Zheng |
| 2016 | AAAI | Reading the Videos: Temporal Labeling for Crowdsourced Time-Sync Videos Based on Semantic Embedding. | Guangyi Lv, Tong Xu, Enhong Chen, Qi Liu, Yi Zheng |
| 2016 | ADMA | Deriving Public Sector Workforce Insights: A Case Study Using Australian Public Sector Employment Profiles. | Shameek Ghosh, Yi Zheng, Thorsten Lammers, Ying-Ying Chen, Carolyn Fitzmaurice, Scott Johnston, Jinyan Li |
| 2016 | IJCAI | Weakly-Supervised Deep Learning for Customer Review Sentiment Classification. | Ziyu Guan, Long Chen, Wei Zhao, Yi Zheng, Shulong Tan, Deng Cai |
| 2016 | PIMRC | Delay characteristics for directional and omni-directional channel in indoor open office and shopping mall environments at 28 GHz. | Lei Tian, Jianhua Zhang, Pan Tang, Fusheng Huang, Yi Zheng |
| 2016 | VTC | 5G 3GPP-Like Channel Models for Outdoor Urban Microcellular and Macrocellular Environments. | Katsuyuki Haneda, Lei Tan, Yi Zheng, Henrik Asplund, Jian Li, Yi Wang, David Steer, Clara Li, Tommaso Balercia, Sunguk Lee, YoungSuk Kim, Amitava Ghosh, Timothy A. Thomas, Takehiro Nakamura, Yuichi Kakishima, Tetsuro Imai, Haralabos C. Papadopoulos, Theodore S. Rappaport, George R. MacCartney, Mathew K. Samimi, Shu Sun, Ozge H. Koymen, Sooyoung Hur, Jeongho Park, Jianzhong Charlie Zhang, Evangelos Mellios, Andreas F. Molisch, Saeed S. Ghassamzadeh, Arun Ghosh |
| 2016 | VTC | Propagation Characteristics of Mobile Channel in Urban Micro-Cells at 3.5 GHz and 6 GHz. | Fusheng Huang, Lei Tian, Yi Zheng, Runquan Miao, Jianhua Zhang |
| 2016 | VTC | Propagation Characteristics of Indoor Radio Channel from 3.5 GHz to 28 GHz. | Fusheng Huang, Lei Tian, Yi Zheng, Jianhua Zhang |
| 2015 | ICA3PP | An Intimacy-Based Algorithm for Social Network Community Detection. | Yi Zheng, Dafang Zhang, Kun Xie |
| 2015 | ICNC | Near-infrared spectrum discriminant analysis based on information extraction by using the elastic net. | Xuhua Liu, Wanhui Chen, Yi Zheng, Luda Zhang, Xiongkui He, Shungeng Min |
| 2015 | PAKDD | Convolutional Nonlinear Neighbourhood Components Analysis for Time Series Classification. | Yi Zheng, Qi Liu, Enhong Chen, J. Leon Zhao, Liang He, Guangyi Lv |
| 2015 | PIMRC | Indoor office channel measurements and analysis of propagation characteristics at 14 GHz. | Runquan Miao, Lei Tian, Yi Zheng, Pan Tang, Fusheng Huang, Jianhua Zhang |
| 2014 | ISCAS | A new method of detecting fingertip touch for the projector-camera HCI system. | Xilei Cai, Xiang Xie, Guolin Li, Wei Song, Yi Zheng, Zhihua Wang |
| 2013 | GLOBECOM | Cooperative uplink cellular systems with multi-antenna relays and heterogeneous users. | Yi Zheng, Steven D. Blostein |
| 2013 | GRC | The design and implementation of the kernel level mobile storage medium data protection system. | Jiehao Chen, Yi Zheng, Liang Zhang, Ming Wang, Fangyu Gai, Canhan Li, Yu Shen |
| 2013 | IJCAI | PageRank with Priors: An Influence Propagation Perspective. | Biao Xiang, Qi Liu, Enhong Chen, Hui Xiong, Yi Zheng, Yu Yang |
| 2013 | VTC | Radio-Frequency Tomographic Tracking of a Time-Varying Number of Targets with Wireless Sensor Networks. | Hang Liu, Chonghua Liu, Weiping Shu, Aidong Men, Yi Zheng |
| 2012 | RecSys | Influential seed items recommendation. | Qi Liu, Biao Xiang, Enhong Chen, Yong Ge, Hui Xiong, Tengfei Bao, Yi Zheng |
| 2012 | VTC | A Novel Motion Tracking System with Sparse Radio-Frequency Sensor Network. | Aidong Men, Guang Zhao, Yun Zhou, Yi Zheng |
| 2012 | WCNC | Through-wall tracking with radio tomography networks using foreground detection. | Yi Zheng, Aidong Men |
| 2011 | ICRA | System identification of fractional order dynamic models for electrochemical systems. | Ming Su, Ran Niu, Yi Zheng |
| 2011 | ICRA | Time-space transform based Model Predictive Control for accelerated and controlled cooling process. | Yi Zheng, Hai Qiu, Ran Niu, Shaoyuan Li |
| 2011 | PIMRC | Downlink distributed beamforming through relays with imperfect CSI. | Yi Zheng, Steven D. Blostein |
| 2010 | CoNLL | Hedge Classification with Syntactic Dependency Features Based on an Ensemble Classifier. | Yi Zheng, Qifeng Dai, Qiming Luo, Enhong Chen |
| 2010 | ISKE | Moving object detection based on running average background and temporal difference. | Yi Zheng, Liangzhong Fan |
| 2009 | GLOBECOM | Downlink Distributed Beamforming through Relay Networks. | Yi Zheng, Steven D. Blostein |
| 2009 | GLOBECOM | Optimization of Power Constrained Multi-Source Uplink Relay Networks. | Yi Zheng, Steven D. Blostein |
| 2008 | ICNC | Optimization Design of Structural Engineering Based on Reliability and Its Realization with Lingo. | Ming Liu, Yi Zheng, Bing Wang, Yannian Zhang |
| 2008 | IGARSS | Research on the Land Desertification of Beijing Piedmont Plain Area based on Remote Sensing Technology. | Wenji Zhao, Ke Liu, Songmei Zhang, Zhuowei Hu, Zhaoning Gong, Feina Lin, Hua Zhang, Yi Zheng |
| 2008 | IJCNN | Multi-sensor data fusion based on dynamic fuzzy neural network. | Yang Mao, Zhiguo Cao, Yi Zheng, Ruicheng Yan |
| 2008 | ISPA | DMA Performance Analysis and Multi-core Memory Optimization for SWIM Benchmark on the Cell Processor. | Yong Dou, Lin Deng, Jinhui Xu, Yi Zheng |
| 2008 | MDM | LAOF: A New Framework to Efficiently Process Business Objects on Resource Constrained Mobile Phones. | Huaigu Wu, Josh Borts, Yi Zheng, Yuri Natchetoi |
| 2008 | VTC | A Novel Load Control Strategy For TD-SCDMA Enhanced Uplink. | Jing Zhang, Siqing You, Yi Zheng, Yafeng Wang, Yongyu Chang, Dacheng Yang |
| 2007 | AINA | Providing More Customized Services for Online Games Using Service Oriented Architecture and Three-Tier Views: A Case Study "Mankind". | Alan Y. S. Chiang, Dickson K. W. Chiu, Patrick C. K. Hung, Yi Zheng |
| 2007 | AINA | Research Issues of Privacy Access Control Model for Mobile Ad Hoc Healthcare Applications with XACML. | Patrick C. K. Hung, Jude Andrade, Yongming Chen, Ranny Huang, Miguel Vargas Martin, Yi Zheng |
| 2007 | CIS | On Fuzzy Modulator for the PMSM Step Motion Control. | Zhaoming Lei, Hexu Sun, Yan Dong, Yi Zheng |
| 2007 | CIS | Fuzzy Control System Based on Wavelet Analysis. | Rui Wang, Zhaoming Lei, Hexu Sun, Yi Zheng |
| 2007 | EDOC | Privacy Access Control Model for Aggregated e-Health Services. | Patrick C. K. Hung, Yi Zheng |
| 2007 | EDOC | Towards a Privacy Policy Enforcement Middleware with Location Intelligence. | Yi Zheng, Dickson K. W. Chiu, Hongbing Wang, Patrick C. K. Hung |
| 2007 | ICDE | Privacy Access Control Model with Location Constraints for XML Services. | Yi Zheng, Yongming Chen, Patrick C. K. Hung |
| 2007 | KES | Evaluation of Metadata-Based Data Aggregation Scheme in Clustering Wireless Sensor Networks. | Yoshitsugu Obashi, Tomohiro Kokogawa, Yi Zheng, Huifang Chen, Hiroshi Mineno, Tadanori Mizuno |
| 2007 | SNPD | One Solution for Accurate Collision Detection in Virtual Assembly Environment. | Yanfeng Wang, Yi Zheng |
| 2006 | ICASSP | Peak-To-Average Power Reduction of Ofdm Signals Using Adaptive Digital Filter. | Aping Yao, Yi Zheng |
| 2005 | ICNC | Using Unscented Kalman Filter for Training the Minimal Resource Allocation Neural Network. | Ye Zhang, Yiqiang Wu, Wenquan Zhang, Yi Zheng |
| 2005 | IJCNN | Towards the modeling of dissociated cortical tissue in the liquid state machine framework. | Dilip Goswami, Klaus Schuch, Yi Zheng, Thomas B. DeMarse, Jos C. Prncipe |
| 2004 | WCNC | Pilot assisted SOVA decoding for turbo codes. | Yi Zheng, Jacques Vaisey |
| 2002 | CEC | CSIM: a document clustering algorithm based on swarm intelligence. | Bin Wu, Yi Zheng, Shaohui Liu, Zhongzhi Shi |
| 1988 | DS | To Connect the Informal Graphical Design Methodology with the formal Specification in Information System Design. | Yi Zheng, Chih-Sung Tang |