| 2026 | AAAI | SSR-SAM: Retrieval-Style Segment Anything Model for Semi-Supervised Ultra-High-Resolution Image Segmentation. | Shijie Li, Yiming Chen, Zhineng Chen, Kai Hu, Xieping Gao |
| 2026 | ACL | ReMedi: Reasoner for Medical Clinical Prediction. | Yushi Cao, Yiming Chen, Hongchao Jiang, Hung-yi Lee, Robby T. Tan |
| 2026 | ACL | NaturalSloth: Revisiting Denial-of-Service Attacks on Large Language Models. | Yiming Chen, Zexin Li, Xianghu Yue, Robby T. Tan, Haizhou Li |
| 2026 | ACL | LLM-Codec: Neural Audio Codec Meets Language Model Objectives. | Ho-Lam Chung, Yiming Chen, Hung-Yi Lee |
| 2026 | ACL | CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks. | Hongchao Jiang, Yiming Chen, Yushi Cao, Hung-Yi Lee, Robby T. Tan |
| 2026 | ACL | HalluAudio: A Comprehensive Benchmark for Hallucination Detection in Large Audio-Language Models. | Feiyu Zhao, Yiming Chen, Wenhuan Lu, Daipeng Zhang, Xianghu Yue, Jianguo Wei |
| 2026 | INFOCOM | HDFL: A Hierarchical Decentralized Federated Learning Framework for Dynamic and Heterogeneous IoV Environments. | Yiming Chen, Celimuge Wu, Yangfei Lin, Zhaoyang Du, Jianhang Tang, Soufiene Djahel, Lei Zhong |
| 2025 | ASPDAC | 3D-METRO: Deploy Large-Scale Transformer Model on A Chip Using Transistor-Less 3D-Metal-ROM-Based Compute-in-Memory Macro. | Yiming Chen, Xirui Du, Guodong Yin, Wenjun Tang, Yongpan Liu, Huazhong Yang, Xueqing Li |
| 2025 | DAC | DIAS: Distance-based Attention Sparsity for Ultra-Long-Sequence Transformer with Tree-like Processing-in-Memory Architecture. | Zekai Chen, Yiming Chen, Teng Wan, Tianyi Yu, Yu Wang, Huazhong Yang, Xueqing Li |
| 2025 | DATE | DSC-ROM: A Fully Digital Sparsity-Compressed Compute-in-ROM Architecture for on-Chip Deployment of Large-Scale DNNs. | Tianyi Yu, Zhonghao Chen, Yiming Chen, Shuang Wang, Yongpan Liu, Huazhong Yang, Xueqing Li |
| 2025 | EMNLP | Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation. | Simin Chen, Yiming Chen, Zexin Li, Yifan Jiang, Zhongwei Wan, Yixin He, Dezhi Ran, Tianle Gu, Haizhou Li, Tao Xie, Baishakhi Ray |
| 2025 | ICASSP | FedTG: Text-guided Federated Domain Generalization. | Yiming Chen, Nan He, Lifeng Sun |
| 2025 | ICASSP | Emo-DPO: Controllable Emotional Speech Synthesis through Direct Preference Optimization. | Xiaoxue Gao, Chen Zhang, Yiming Chen, Huayun Zhang, Nancy F. Chen |
| 2025 | ICCV | FDPT: Federated Discrete Prompt Tuning for Black-Box Visual-Language Models. | Jiaqi Wu, Simin Chen, Jing Tang, Yuzhe Yang, Yiming Chen, Lixu Wang, Song Lin, Zehua Wang, Wei Chen, Zijian Tian |
| 2025 | ICCV | Clink! Chop! Thud! - Learning Object Sounds From Real-World Interactions. | Mengyu Yang, Yiming Chen, Haozheng Pei, Siddhant Agarwal, Arun Balajee Vasudevan, James Hays |
| 2025 | ICIP | Mamba-SF: Monocular Scene Flow Learning with State Space Models. | Yiming Chen, Xuezhi Xiang, Xianye Ben, Insha Hassan, Mingliang Zhai, Lei Zhang, Xiantong Zhen |
| 2025 | ICLR | Enhancing Zeroth-order Fine-tuning for Language Models with Low-rank Structures. | Yiming Chen, Yuan Zhang, Liyuan Cao, Kun Yuan, Zaiwen Wen |
| 2025 | ICML | A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models. | Yiming Chen, Yuan Zhang, Yin Liu, Kun Yuan, Zaiwen Wen |
| 2025 | IROS | Integrating Ergonomics and Manipulability for Upper Limb Postural Optimization in Bimanual Human-Robot Collaboration. | Chenzui Li, Yiming Chen, Xi Wu, Giacinto Barresi, Fei Chen |
| 2025 | ISCAS | Kung-Fu: An Energy-Efficient Compute-In-Memory Approach for Neural Network Inference Using Multi-Level Binary Computing Fusion. | Tianyu Liao, Yiming Chen, Wenjun Tang, Zhonghao Chen, Yu Wang, Huazhong Yang, Xueqing Li |
| 2025 | ISPEC | A Fully Anonymous Authentication Scheme with Cryptographic Reverse Firewalls in Vehicle-to-Grid Networks. | Jingxue Chen, Juhao Wang, Yiming Chen, Yining Liu, Jingcheng Song |
| 2025 | PIMRC | Learning Based User Scheduling and Resource Allocation in Millimeter-Wave Massive Relay MIMO Systems. | Yiming Chen, Kei Sakaguchi, Gia Khanh Tran, Shintaro Habu, Suwen Ke |
| 2025 | VTC | A Knowledge Distillation-Based Framework for Enhanced Long and Short Term Road Traffic Prediction. | Junting Gao, Yangfei Lin, Zhaoyang Du, Yiming Chen, Wugedele Bao, Soufiene Djahel |
| 2024 | AAAI | Progressive Poisoned Data Isolation for Training-Time Backdoor Defense. | Yiming Chen, Haiwei Wu, Jiantao Zhou |
| 2024 | AAAI | A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators. | Chen Zhang, Luis Fernando D'Haro, Yiming Chen, Malu Zhang, Haizhou Li |
| 2024 | ACL | Unveiling the Achilles' Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models. | Yiming Chen, Chen Zhang, Danqing Luo, Luis Fernando D'Haro, Robby T. Tan, Haizhou Li |
| 2024 | ASPDAC | ZEBRA: A Zero-Bit Robust-Accumulation Compute-In-Memory Approach for Neural Network Acceleration Utilizing Different Bitwise Patterns. | Yiming Chen, Guodong Yin, Hongtao Zhong, Mingyen Lee, Huazhong Yang, Sumitha George, Vijaykrishnan Narayanan, Xueqing Li |
| 2024 | DAC | HEIRS: Hybrid Three-Dimension RRAM- and SRAM-CIM Architecture for Multi-task Transformer Acceleration. | Liukai Xu, Shuai Yuan, Dengfeng Wang, Yiming Chen, Xueqing Li, Yanan Sun |
| 2024 | ECCV | Unveiling Privacy Risks in Stochastic Neural Networks Training: Effective Image Reconstruction from Gradients. | Yiming Chen, Xiangyu Yang, Nikos Deligiannis |
| 2024 | EMNLP | Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models. | Yiming Chen, Xianghu Yue, Xiaoxue Gao, Chen Zhang, Luis Fernando D'Haro, Robby T. Tan, Haizhou Li |
| 2024 | GLOBECOM | Popularity-Aware Incentive-Compatible Dynamic Service Caching in Mobile Edge Computing. | Yiming Chen, Xingyuan Hu, Shimin Gong, Zhou Su, Bo Gu |
| 2024 | ICASSP | Self-Supervised Multi-Scale Hierarchical Refinement Method for Joint Learning of Optical Flow and Depth. | Rokia Abdein, Xuezhi Xiang, Yiming Chen, Mingliang Zhai, Abdulmotaleb El Saddik |
| 2024 | ICCAD | NAND-Tree: A 3D NAND Flash Based Processing In Memory Accelerator for Tree-Based Models on Large-Scale Tabular Data. | Hongtao Zhong, Taixin Li, Yiming Chen, Wenjun Tang, Juejian Wu, Huazhong Yang, Xueqing Li |
| 2024 | ICIP | FedAWA: Aggregation Weight Adjustment in Federated Domain Generalization. | Yiming Chen, Nan He, Lifeng Sun |
| 2024 | ICIP | Deep Optical Flow Learning With Deformable Large-Kernel Cross-Attention. | Xuezhi Xiang, Yiming Chen, Denis Ombati, Lei Zhang, Xiantong Zhen |
| 2024 | IROS | Preliminary Result of Cury: A Backdrivable Leg Design Using Linear Actuators. | Zhongtao Guan, Yiming Chen, Junlei Zhu, Yu Hu, Weibang Bai, Jiahao Chen |
| 2024 | IECON | Impedance Control of a Compliant Robotic Leg For Reducing Landing Ground Impact. | Junlei Zhu, Yu Hu, Yiming Chen, Jiahao Chen |
| 2024 | VTC | Hier-FedMeta: A Hierarchical Federated Meta-Learning Framework for Personalized and Efficient IoV Systems. | Yiming Chen, Celimuge Wu, Zhaoyang Du, Yangfei Lin, Soufiene Djahel, Lei Zhong |
| 2023 | ACL | Dynamic Transformers Provide a False Sense of Efficiency. | Yiming Chen, Simin Chen, Zexin Li, Wei Yang, Cong Liu, Robby T. Tan, Haizhou Li |
| 2023 | CVPR | Effective Ambiguity Attack Against Passport-based DNN Intellectual Property Protection Schemes through Fully Connected Layer Substitution. | Yiming Chen, Jinyu Tian, Xiangyu Chen, Jiantao Zhou |
| 2023 | DAC | Victor: A Variation-resilient Approach Using Cell-Clustered Charge-domain computing for High-density High-throughput MLC CiM. | Mingyen Lee, Wenjun Tang, Yiming Chen, Juejian Wu, Hongtao Zhong, Yixin Xu, Yongpan Liu, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li |
| 2023 | ICCAD | TL-nvSRAM-CIM: Ultra-High-Density Three-Level ReRAM-Assisted Computing-in-nvSRAM with DC-Power Free Restore and Ternary MAC Operations. | Dengfeng Wang, Liukai Xu, Songyuan Liu, Zhi Li, Yiming Chen, Weifeng He, Xueqing Li, Yanan Sun |
| 2023 | ICIP | Locally Accumulated Adam For Distributed Training With Sparse Updates. | Yiming Chen, Nikos Deligiannis |
| 2022 | DAC | YOLoC: deploy large-scale neural network by ROM-based computing-in-memory using residual branch on a chip. | Yiming Chen, Guodong Yin, Zhanhong Tan, Mingyen Lee, Zekun Yang, Yongpan Liu, Huazhong Yang, Kaisheng Ma, Xueqing Li |
| 2022 | DAC | CREAM: computing in ReRAM-assisted energy and area-efficient SRAM for neural network acceleration. | Liukai Xu, Songyuan Liu, Zhi Li, Dengfeng Wang, Yiming Chen, Yanan Sun, Xueqing Li, Weifeng He, Shi Xu |
| 2022 | EMNLP | Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework. | Yiming Chen, Yan Zhang, Bin Wang, Zuozhu Liu, Haizhou Li |
| 2022 | EMNLP | Analyzing and Evaluating Faithfulness in Dialogue Summarization. | Bin Wang, Chen Zhang, Yan Zhang, Yiming Chen, Haizhou Li |
| 2022 | ICCAD | Hidden-ROM: A Compute-in-ROM Architecture to Deploy Large-Scale Neural Networks on Chip with Flexible and Scalable Post-Fabrication Task Transfer Capability. | Yiming Chen, Guodong Yin, Mingyen Lee, Wenjun Tang, Zekun Yang, Yongpan Liu, Huazhong Yang, Xueqing Li |
| 2022 | ISCAS | An 8T/Cell FeFET-Based Nonvolatile SRAM with Improved Density and Sub-fJ Backup and Restore Energy. | Jianfeng Wang, Nuo Xiu, Juejian Wu, Yiming Chen, Yanan Sun, Huazhong Yang, Vijaykrishnan Narayanan, Sumitha George, Xueqing Li |
| 2021 | ACL | DynaEval: Unifying Turn and Dialogue Level Evaluation. | Chen Zhang, Yiming Chen, Luis Fernando D'Haro, Yan Zhang, Thomas Friedrichs, Grandee Lee, Haizhou Li |
| 2021 | EMNLP | Revisiting Self-training for Few-shot Learning of Language Model. | Yiming Chen, Yan Zhang, Chen Zhang, Grandee Lee, Ran Cheng, Haizhou Li |
| 2021 | HCI | A Compact Automated Tablet Dispensing & Packaging System for Community Healthcare Facilities to Provide Unit Dose Repackaging Service. | Yiming Chen, Zhenyu Gu |
| 2021 | ICCV | Bias Loss for Mobile Neural Networks. | Lusine Abrahamyan, Valentin Ziatchin, Yiming Chen, Nikos Deligiannis |
| 2021 | ICCV | DecentLaM: Decentralized Momentum SGD for Large-batch Deep Training. | Kun Yuan, Yiming Chen, Xinmeng Huang, Yingya Zhang, Pan Pan, Yinghui Xu, Wotao Yin |
| 2021 | ICML | Accelerating Gossip SGD with Periodic Global Averaging. | Yiming Chen, Kun Yuan, Yingya Zhang, Pan Pan, Yinghui Xu, Wotao Yin |
| 2021 | ICRA | IMU Data Processing For Inertial Aided Navigation: A Recurrent Neural Network Based Approach. | Ming Zhang, Mingming Zhang, Yiming Chen, Mingyang Li |
| 2020 | KDD | Large-Scale Training System for 100-Million Classification at Alibaba. | Liuyihan Song, Pan Pan, Kang Zhao, Hao Yang, Yiming Chen, Yingya Zhang, Yinghui Xu, Rong Jin |
| 2019 | ICIP | Foxnet: A Multi-Face Alignment Method. | Yuxiang Wu, Zehua Cheng, Bin Huang, Yiming Chen, Xinghui Zhu, Weiyang Wang |
| 2019 | IROS | Perception System Design for Low-Cost Commercial Ground Robots: Sensor Configurations, Calibration, Localization and Mapping. | Yiming Chen, Mingming Zhang, Dongsheng Hong, Chengcheng Deng, Mingyang Li |
| 2019 | IROS | Vision-Aided Localization For Ground Robots. | Mingming Zhang, Yiming Chen, Mingyang Li |
| 2019 | ISRR | Visual-Inertial Localization for Skid-Steering Robots with Kinematic Constraints. | Xingxing Zuo, Mingming Zhang, Yiming Chen, Yong Liu, Guoquan Huang, Mingyang Li |
| 2018 | IGARSS | A New Faraday Rotation Estimator Based on Polarimetric Coherency Matrix and its Effect on Sea Ice. | Bing Li, Zemin Wang, Jiachun An, Chunxia Zhou, Yiming Chen |
| 2017 | IGARSS | Estimation of fractional vegetation cover using mean-based spectral unmixing method. | Linyuan Li, Guangjian Yan, Xihan Mu, Suhong Liu, Yiming Chen, Kai Yan, Jinghui Luo, Wanjuan Song |
| 2015 | HPCC | A Novel Fast Approach for Convolutional Networks with Small Filters Based on GPU. | Wenbin Jiang, Yiming Chen, Hai Jin, Bin Luo, Ye Chi |
| 2014 | IGARSS | 3D reconstruction of a single tree from terrestrial LiDAR data. | Xiangyu Wang, Donghui Xie, Guangjian Yan, Wuming Zhang, Yan Wang, Yiming Chen |
| 2012 | ICASSP | Predicting the effectiveness of queries for visual search. | Bing Li, Ling-Yu Duan, Yiming Chen, Rongrong Ji, Wen Gao |
| 2012 | IGARSS | Comparison of 3D buildings reconstructed by different data sources. | Guoqing Zhou, Kai Yan, Wuming Zhang, Guangjian Yan, Yiming Chen, Pierre Grussenmeyer, Mostafa Mohamed |
| 2012 | IGARSS | Extracting corn geometric structural parameters using Kinect. | Yiming Chen, Wuming Zhang, Kai Yan, Xiaowen Li, Guoqing Zhou |
| 2012 | ISIT | Signal detection algorithms for two-dimensional intersymbol-interference channels. | Yiming Chen, Shayan Garani Srinivasa |
| 2011 | CISS | Iterative soft-decision feedback zigzag algorithm using joint extrinsic information for two-dimensional intersymbol interference. | Yiming Chen, Benjamin Belzer, Krishnamoorthy Sivakumar |
| 2011 | GRC | Online MOACO biclustering of microarray data. | Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen |
| 2010 | ADMA | Hierarchical Classification with Dynamic-Threshold SVM Ensemble for Gene Function Prediction. | Yiming Chen, Zhoujun Li, Xiaohua Hu, Junwan Liu |
| 2010 | CISS | Iterative row-column soft-decision feedback algorithm using joint extrinsic information for two-dimensional intersymbol interference. | Yiming Chen, Benjamin Belzer, Krishnamoorthy Sivakumar |
| 2010 | GRC | Dynamic Biclustering of Microarray Data with MOPSO. | Junwan Liu, Yiming Chen |
| 2009 | GRC | Predicting gene function with positive and unlabeled examples. | Yiming Chen, Zhoujun Li, Xiaohua Hu, Hongxiang Diao, Junwan Liu |
| 2009 | GRC | Multi-objective ant colony optimization biclustering of microarray data. | Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen |
| 2009 | ICNC | Microarray Data Biclustering with Multi-objective Immune Optimization Algorithm. | Junwan Liu, Zhoujun Li, Yiming Chen |
| 2009 | ISNN | Learning Kernel Matrix from Gene Ontology and Annotation Data for Protein Function Prediction. | Yiming Chen, Zhoujun Li, Junwan Liu |
| 2008 | GRC | Multi-objective Evolutionary Algorithm for Mining 3D Clusters in Gene-sample-time Microarray Data. | Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen |
| 2004 | DATE | Demonstration of a SiGe RF LNA Design Using IBM Design Kits in 0.18um SiGe BiCMOS Technology. | Yiming Chen, Xiaojuen Yuan, David Scagnelli, James Mecke, Jeff Gross, David L. Harame |