| 2026 | AAAI | Empowering DINO Representations for Underwater Instance Segmentation via Aligner and Prompter. | Zhiyang Chen, Chen Zhang, Hao Fang, Runmin Cong |
| 2026 | AAAI | Function-on-Function Bayesian Optimization. | Jingru Huang, Haijie Xu, Manrui Jiang, Chen Zhang |
| 2026 | AAAI | CIA: Cluster-Instance Alignment for Unsupervised Day-Night Vehicle Re-Identification. | Yongguo Ling, Chen Zhang, Yiming Liu, Wenhao Shao |
| 2026 | AAAI | Scaling Law for Large Wireless Models. | Ziheng Liu, Jiayi Zhang, Haoyu Wang, Bokai Xu, Chen Zhang, Yiyang Zhu, Enyu Shi |
| 2026 | AAAI | NeuroBridge: Bio-Inspired Self-Supervised EEG-to-Image Decoding via Cognitive Priors and Bidirectional Semantic Alignment. | Wenjiang Zhang, Sifeng Wang, Yuwei Su, Xinyu Li, Chen Zhang, Suyu Zhong |
| 2026 | ACL | PsyChain: A Collaborative Chain-of-Agents Framework for Generating Personalized and Professional Counseling Dialogues. | Yi Feng, Zijie Yang, Chen Zhang, Wenxuan Zhang, Dongming Zhang, Liping Jing, Jian Yu |
| 2026 | ACL | AgentAsk: Multi-Agent Systems Need to Ask. | Bohan Lin, Kuo Yang, Zelin Tan, Yingchuan Lai, Chen Zhang, Guibin Zhang, Xinlei Yu, Miao Yu, Xu Wang, Yu-Dong Zhang, Yang Wang |
| 2026 | ACL | Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning. | Zelin Tan, Hejia Geng, Xiaohang Yu, Mulei Zhang, Guancheng Wan, Yifan Zhou, Qiang He, Xiangyuan Xue, Heng Zhou, Yutao Fan, Zhong-Zhi Li, Zaibin Zhang, Guibin Zhang, Chen Zhang, Zhenfei Yin, Philip Torr, Lei Bai |
| 2026 | ACL | SegTune: Structured and Fine-Grained Control for Song Generation. | Yuejiao Wang, Zihao Ji, Pengfei Cai, Xu Li, Haorui Zheng, Zewen Song, Zhongliang Liu, Chen Zhang, Pengfei Wan |
| 2026 | ACL | TriEx: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent LLMs. | Ziyi Wang, Chen Zhang, Wenjun Peng, Qi Wu, Xinyu Wang |
| 2026 | ACL | Deep-Reporter: Deep Research for Grounded Multimodal Long-Form Generation. | Fangda Ye, Kuicai Dong, Zhifei Xie, Yuxin Hu, Yihang Yin, Shurui Huang, Shikai Dong, Chen Zhang, Jianzhu Bao, Shuicheng Yan |
| 2026 | ACL | Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion. | Chen Zhang, Jiuheng Lin, Zhiyuan Liao, Yansong Feng |
| 2026 | ASPDAC | AC-Refiner: Efficient Arithmetic Circuit Optimization Using Conditional Diffusion Models. | Chenhao Xue, Kezhi Li, Jiaxing Zhang, Yi Ren, Zhengyuan Shi, Chen Zhang, Yibo Lin, Lining Zhang, Qiang Xu, Guangyu Sun |
| 2026 | ASPLOS | M | Weiming Hu, Zihan Zhang, Haoyan Zhang, Chen Zhang, Cong Guo, Yu Feng, Tianchi Hu, Guanglin Li, Guipeng Hu, Junsong Wang, Jingwen Leng |
| 2026 | HPCA | FlashFuser: Expanding the Scale of Kernel Fusion for Compute-Intensive Operators via Inter-Core Connection. | Ziyu Huang, Yangjie Zhou, Zihan Liu, Xinhao Luo, Yijia Diao, Minyi Guo, Jidong Zhai, Yu Feng, Chen Zhang, Anbang Wu, Jingwen Leng |
| 2026 | HPCA | Towards Compute-Aware In-Switch Computing for LLMs Tensor-Parallelism on Multi-GPU Systems. | Chen Zhang, Qijun Zhang, Zhuoshan Zhou, Yijia Diao, Haibo Wang, Zhe Zhou, Zhipeng Tu, Zhiyao Li, Guangyu Sun, Zhuoran Song, Zhigang Ji, Jingwen Leng, Minyi Guo |
| 2026 | ICCS | Host Behavioral Consistency Modeling for Causal and Interpretable Intrusion Detection. | Boyuan Xu, Yun Li, Yiru Gong, Linxu Li, Chen Zhang, Tian Tian, Bo Jiang, Zhigang Lu |
| 2026 | ICDE | GalaxyRAG: Graph Retrieval-Augmented Generation for Enterprise Knowledge Systems. | Bing Tong, Yan Zhou, Chen Zhang, Zhaojie Yin, Jia Li |
| 2026 | ISCA | Efficient 3D Gaussian Splatting with Axis-Shared Rasterization and Order-independent Transmittance. | Zhican Wang, Guanghui He, Lingjun Gao, Dantong Liu, Shell Xu Hu, Chen Zhang, Zhuoran Song, Nicholas D. Lane, Hongxiang Fan |
| 2026 | ISCA | Accelerating MoE with Dynamic In-Switch Computing on Multi-GPUs. | Qijun Zhang, Chen Zhang, Zhuoshan Zhou, Haibo Wang, Zhe Zhou, Zhipeng Tu, Guangyu Sun, Zhiyao Xie, Yijia Diao, Zhigang Ji, Jingwen Leng, Guanghui He, Minyi Guo |
| 2026 | ISCA | MoE-Hub: Taming Software Complexity for Seamless MoE Overlap with Hardware-Accelerated Communication on Multi-GPU Systems. | Zhuoshan Zhou, Chen Zhang, Shuyi Zhang, Qijun Zhang, Haibo Wang, Zhe Zhou, Zhipeng Tu, Guangyu Sun, Yijia Diao, Zhigang Ji, Jingwen Leng, Guanghui He, Minyi Guo |
| 2026 | ISCAS | Energy Efficient Vector Gather Based on Data Serialization and Pulse Selection. | Yanan Yang, Chen Zhang, Bingxi Pei, Xia Zhao, Guangda Zhang, Jian Fang, Yande Jiang, Zhiyong Zhong |
| 2026 | ISKE | Main-Auxiliary Cooperative Minimum-Time Control for Asymmetric Multiphase Buck Converters. | Yaopei Liang, Chen Zhang, Lihao Wu, Guidong Zhang, Wenjie Ma, Zhong Li |
| 2026 | WCNC | Joint Sparse Code and Modulation Design for OTFS-NOMA. | Jifeng Zhu, Yushi Lei, Chen Zhang, Yikun Guo, Yusha Liu |
| 2026 | WWW | Doc-Researcher: A Unified System for Multimodal Document Parsing and Deep Research. | Kuicai Dong, Shurui Huang, Fangda Ye, Wei Han, Zhi Zhang, Dexun Li, Wenjun Li, Qu Yang, Gang Wang, Yichao Wang, Chen Zhang, Yong Liu |
| 2026 | WWW | DA-RAG: Dynamic Attributed Community Search for Retrieval-Augmented Generation. | Xingyuan Zeng, Zuohan Wu, Yue Wang, Chen Zhang, Quanming Yao, Libin Zheng, Jian Yin |
| 2026 | SIGMOD | Demonstration of MultiVis-Agent: Interactively Generating Reliable Visualizations via Logic-Rule Agents. | Jinwei Lu, Jiawei Lu, Chen Zhang, Yuanfeng Song, Raymond Chi-Wing Wong |
| 2026 | SIGCOMM | GeoOrchestra: Orchestrating Heterogeneous Geo-Distributed Training with Network-Aware Scheduling. | Ting Liu, Qinghua Wu, Jun Zhou, Yuan Sun, Jingbin Yang, Jinglei Pei, Chen Zhang, Heng Pan, Zhenyu Li, Yunjie Liu |
| 2025 | AAAI | Achieving Lightweight Super-Resolution for Real-Time Computer Graphics. | Yu Wen, Chen Zhang, Chenhao Xie, Xin Fu |
| 2025 | AAAI | Aligning Language Models Using Follow-up Likelihood as Reward Signal. | Chen Zhang, Dading Chong, Feng Jiang, Chengguang Tang, Anningzhe Gao, Guohua Tang, Haizhou Li |
| 2025 | AAAI | Exploring Intrinsic Alignments Within Text Corpus. | Zi Liang, Pinghui Wang, Ruofei Zhang, Haibo Hu, Shuo Zhang, Qingqing Ye, Nuo Xu, Yaxin Xiao, Chen Zhang, Lizhen Cui |
| 2025 | AAAI | Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models. | Jie Ma, Zhitao Gao, Qi Chai, Wangchun Sun, Pinghui Wang, Hongbin Pei, Jing Tao, Lingyun Song, Jun Liu, Chen Zhang, Lizhen Cui |
| 2025 | ACL | Cross-Lingual Transfer of Cultural Knowledge: An Asymmetric Phenomenon. | Chen Zhang, Zhiyuan Liao, Yansong Feng |
| 2025 | ACL | MiLiC-Eval: Benchmarking Multilingual LLMs for China's Minority Languages. | Chen Zhang, Mingxu Tao, Zhiyuan Liao, Yansong Feng |
| 2025 | ACL | PwnGPT: Automatic Exploit Generation Based on Large Language Models. | Wanzong Peng, Lin Ye, Xuetao Du, Hongli Zhang, Dongyang Zhan, Yunting Zhang, Yicheng Guo, Chen Zhang |
| 2025 | ACL | Read it in Two Steps: Translating Extremely Low-Resource Languages with Code-Augmented Grammar Books. | Chen Zhang, Jiuheng Lin, Xiao Liu, Zekai Zhang, Yansong Feng |
| 2025 | ACL | Towards the Law of Capacity Gap in Distilling Language Models. | Chen Zhang, Qiuchi Li, Dawei Song, Zheyu Ye, Yan Gao, Yao Hu |
| 2025 | ASRU | MBENet: Bone-conduction and Air-conduction Fusion Network for Target Speaker Extraction. | Chen Zhang, Linfeng Feng, Zhi Liu, Xiao-Lei Zhang, Xuelong Li |
| 2025 | CGO | IntelliGen: Instruction-Level Auto-tuning for Tensor Program with Monotonic Memory Optimization. | Zixuan Ma, Haojie Wang, Jingze Xing, Shuhong Huang, Liyan Zheng, Chen Zhang, Huanqi Cao, Kezhao Huang, Mingshu Zhai, Shizhi Tang, Penghan Wang, Jidong Zhai |
| 2025 | COLING | A Compressive Memory-based Retrieval Approach for Event Argument Extraction. | Wanlong Liu, Enqi Zhang, Shaohuan Cheng, Dingyi Zeng, Li Zhou, Chen Zhang, Malu Zhang, Wenyu Chen |
| 2025 | COLING | ZigZagKV: Dynamic KV Cache Compression for Long-context Modeling based on Layer Uncertainty. | Meizhi Zhong, Xikai Liu, Chen Zhang, Yikun Lei, Yan Gao, Yao Hu, Kehai Chen, Min Zhang |
| 2025 | COLING | Understanding the RoPE Extensions of Long-Context LLMs: An Attention Perspective. | Meizhi Zhong, Chen Zhang, Yikun Lei, Xikai Liu, Yan Gao, Yao Hu, Kehai Chen, Min Zhang |
| 2025 | CSCWD | SiamEHGT: An Evolving Heterogeneous Graph Transformer for Insider Threat Detection based on Siamese Architecture. | Yinhao Qi, Ning An, Zehui Wang, Yuan Yao, Chen Zhang, Yan Zhu, Zhigang Lu |
| 2025 | CSCWD | A Fine-Grained GPU Resource Scheduling System for DNN Applications. | Wenzhuo Zeng, Chunmei Yu, Chen Zhang, Jibin Wang |
| 2025 | CVPR | High-Fidelity Lightweight Mesh Reconstruction from Point Clouds. | Chen Zhang, Wentao Wang, Ximeng Li, Xinyao Liao, Wanjuan Su, Wenbing Tao |
| 2025 | DAC | MHDiff: Memory- and Hardware-Efficient Diffusion Acceleration via Focal Pixel Aware Quantization. | Chunyu Qi, Xuhang Wang, Ruiyang Chen, Yuanzheng Yao, Naifeng Jing, Chen Zhang, Jun Wang, Zhihui Fu, Xiaoyao Liang, Zhuoran Song |
| 2025 | DAC | NoiseZO: RRAM Noise-Driven Zeroth-Order Optimization for Efficient Forward-Only Training. | Shuqi Wang, Zhengwu Liu, Chenchen Ding, Chen Zhang, Taiqiang Wu, Jiajun Zhou, Ngai Wong |
| 2025 | DAC | SynGPU: Synergizing CUDA and Bit-Serial Tensor Cores for Vision Transformer Acceleration on GPU. | Yuanzheng Yao, Chen Zhang, Chunyu Qi, Ruiyang Chen, Jun Wang, Zhihui Fu, Naifeng Jing, Xiaoyao Liang, Zhuoran Song |
| 2025 | DAC | OutlierCIM: Outlier-Aware Digital CIM-Based LLM Accelerator with Hybrid-Strategy Quantization and Unified FP-INT Computation. | Zihan Zou, Shikuang Chen, Chen Zhang, Xing Wang, Zhichao Liu, Haoran Du, Xin Si, Hao Cai, Bo Liu |
| 2025 | EMNLP | Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge. | Yi Sui, Chaozhuo Li, Chen Zhang, Dawei Song, Qiuchi Li |
| 2025 | EMNLP | LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture. | Xidong Wang, Dingjie Song, Shunian Chen, Junying Chen, Zhenyang Cai, Chen Zhang, Lichao Sun, Benyou Wang |
| 2025 | EMNLP | Can We Steer Reasoning Direction by Thinking Intervention? | Xingsheng Zhang, Luxi Xing, Chen Zhang, Yanbing Liu, Yifan Deng, Yunpeng Li, Yue Hu, Chenxu Niu |
| 2025 | HPCA | TB-STC: Transposable Block-wise N: M Structured Sparse Tensor Core. | Jun Liu, Shulin Zeng, Junbo Zhao, Li Ding, Zeyu Wang, Jinhao Li, Zhenhua Zhu, Xuefei Ning, Chen Zhang, Yu Wang, Guohao Dai |
| 2025 | ICASSP | Emo-DPO: Controllable Emotional Speech Synthesis through Direct Preference Optimization. | Xiaoxue Gao, Chen Zhang, Yiming Chen, Huayun Zhang, Nancy F. Chen |
| 2025 | ICASSP | Enhancing Robustness of Implicit Neural Representations Against Weight Perturbations. | Wenyong Zhou, Yuxin Cheng, Zhengwu Liu, Taiqiang Wu, Chen Zhang, Ngai Wong |
| 2025 | ICASSP | MINR: Efficient Implicit Neural Representations for Multi-Image Encoding. | Wenyong Zhou, Taiqiang Wu, Zhengwu Liu, Yuxin Cheng, Chen Zhang, Ngai Wong |
| 2025 | ICDE | Fast Private Retrieval on Key-Value Store with Multiple Values per Key. | Fangming Dong, Pinghui Wang, Yuance Wang, Chen Zhang, Lizhen Cui |
| 2025 | ICDE | GalaxyView: Property Graph Transformation for Materialized View Generation. | Bing Tong, Jianheng Tang, Yan Zhou, Chen Zhang, Jia Li, Lei Chen |
| 2025 | ICDE | HRLMS: A Data-Driven Hierarchical Reinforcement Learning System for Interactive Rule Intervention and Visualization. | Haodi Zhang, Xiangyu Zeng, Chen Zhang, Yuanfeng Song, Kaishun Wu |
| 2025 | ICIG | Deciphering the Visual Style of China's Hit Short Videos Through Computer Vision. | Qinglan Wei, Shenlian Xiang, Chen Zhang, Xiaohui Yang, Long Ye |
| 2025 | ICLR | COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation. | Yudong Zhang, Xuan Yu, Xu Wang, Zhaoyang Sun, Chen Zhang, Pengkun Wang, Yang Wang |
| 2025 | ICLR | N-ForGOT: Towards Not-forgetting and Generalization of Open Temporal Graph Learning. | Liping Wang, Xujia Li, Jingshu Peng, Yue Wang, Chen Zhang, Yan Zhou, Lei Chen |
| 2025 | ICML | Nonparametric Teaching for Graph Property Learners. | Chen Zhang, Weixin Bu, Zeyi Ren, Zhengwu Liu, Yik-Chung Wu, Ngai Wong |
| 2025 | IJCAI | MutationGuard: A Graph and Temporal-Spatial Neural Method for Detecting Mutation Telecommunication Fraud. | Haitao Bai, Pinghui Wang, Ruofei Zhang, Ziyang Zhou, Juxiang Zeng, Yulou Su, Li Xing, Zhou Su, Chen Zhang, Lizhen Cui, Jun Hao, Wei Wang |
| 2025 | IJCNN | Revisiting the Knowledge Recall and Selection in Chinese Spelling Correction. | Zhengxu Hou, Bingren Yan, Zhibo Yang, Qiang Zhou, Luxi Xing, Chen Zhang, Xingsheng Zhang |
| 2025 | IJCNN | Enhancing Fault Localization via Causal Measurement Features. | Yunlong Li, Bo Cai, Hongyi Yang, Chengqing Cai, Yangbo Qiu, Tao Chen, Chen Zhang |
| 2025 | IJCNN | Multitask Stress Detection on Low-frequency Physiological Signals. | Yiming Rong, Jinshi Cui, Li Wang, Chen Zhang, Guosong Gao |
| 2025 | IJCNN | A Real-time Small Object Detection Model for UAV Aerial Images in Renewable Energy and Power Systems. | Li Tan, Chen Zhang, Xiaofeng Lian, Zikang Liu, Yibo Li |
| 2025 | ISCA | H | Cong Li, Yihan Yin, Xintong Wu, Jingchen Zhu, Zhutianya Gao, Dimin Niu, Qiang Wu, Xin Si, Yuan Xie, Chen Zhang, Guangyu Sun |
| 2025 | ISCC | Multi-Objective Optimization for Charging Paths Planning and Energy Efficiency in UAV-Assisted Wireless Rechargeable Sensor Networks. | Shuaiwei Wang, Sujin Hou, Dandan Ou, Chen Zhang, Fang Mei, Lu Liu |
| 2025 | NAACL | UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models. | Ruoli Gan, Duanyu Feng, Chen Zhang, Zhihang Lin, Haochen Jia, Hao Wang, Zhenyang Cai, Lei Cui, Qianqian Xie, Jimin Huang, Benyou Wang |
| 2025 | NAACL | MoDification: Mixture of Depths Made Easy. | Chen Zhang, Meizhi Zhong, Qimeng Wang, Xuantao Lu, Zheyu Ye, Chengqiang Lu, Yan Gao, Yao Hu, Kehai Chen, Min Zhang, Dawei Song |
| 2025 | PPoPP | FlashTensor: Optimizing Tensor Programs by Leveraging Fine-grained Tensor Property. | Runxin Zhong, Yuyang Jin, Chen Zhang, Kinman Lei, Shuangyu Li, Jidong Zhai |
| 2025 | PRICAI | Assessing Nuanced Personality Inducing in Language Models via Vignette Tests. | Xingsheng Zhang, Luxi Xing, Chen Zhang, Yanbing Liu, Yifan Deng, Yue Hu, Zhengxu Hou |
| 2025 | VTC | Research on the Vulnerabilities of Radio Access Network under Cross-Layer Attack. | Jingni Chen, Shan Wang, Chen Zhang, Quan Peng, Shi Hu, Jingyu Tang |
| 2025 | SMC | CD-Net: Context-Driven Ultrasound Image Enhancement, a 2.5D Approach for Scoliosis Assessment. | Chen Zhang, Sumartini Dana, Wenjing Jia, Yongping Zheng, Sai Ho Ling |
| 2025 | SMC | ISC-Swin: Inter Sample Contrastive Enhancement for Swin-Transformer in Ultrasound Spine Feature Segmentation. | Chen Zhang, Wenjing Jia, Yongping Zheng, Sai Ho Ling |
| 2025 | WACV | MVMD: A Multi-View Approach for Enhanced Mirror Detection. | Yidan Shen, Yu Wen, Chen Zhang, Xin Fu, Renjie Hu |
| 2025 | TrustCom | Disguised Attack in the Metaverse: A New Threat to Avatar-Based Identity Security. | Chen Zhang, Zhenyong Zhang, Cong Wang, Ruilong Deng |
| 2025 | WSDM | Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation. | Chenyuan Wu, Ninglu Shao, Zheng Liu, Shitao Xiao, Chaozhuo Li, Chen Zhang, Senzhang Wang, Defu Lian |
| 2025 | SOSP | PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications. | Kuntai Du, Bowen Wang, Chen Zhang, Yiming Cheng, Qing Lan, Hejian Sang, Yihua Cheng, Jiayi Yao, Xiaoxuan Liu, Yifan Qiao, Ion Stoica, Junchen Jiang |
| 2025 | SOSP | Jenga: Effective Memory Management for Serving LLM with Heterogeneity. | Chen Zhang, Kuntai Du, Shu Liu, Woosuk Kwon, Xiangxi Mo, Yufeng Wang, Xiaoxuan Liu, Kaichao You, Zhuohan Li, Mingsheng Long, Jidong Zhai, Joseph Gonzalez, Ion Stoica |
| 2024 | AAAI | IINet: Implicit Intra-inter Information Fusion for Real-Time Stereo Matching. | Ximeng Li, Chen Zhang, Wanjuan Su, Wenbing Tao |
| 2024 | AAAI | NondBREM: Nondeterministic Offline Reinforcement Learning for Large-Scale Order Dispatching. | Hongbo Zhang, Guang Wang, Xu Wang, Zhengyang Zhou, Chen Zhang, Zheng Dong, Yang Wang |
| 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 | AAIM | Enabling Proactive Microservice Placement in Collaborative Edge Computing Networks. | Zichen Wang, Kunming Jin, Luchuan Zeng, Chen Zhang, Hongwei Du |
| 2024 | AAIM | NFTO: DAG-Based Task Offloading and Energy Optimization Algorithm. | Luchuan Zeng, Kunming Jin, Zichen Wang, Chen Zhang, Hongwei Du |
| 2024 | ACL | Teaching Large Language Models an Unseen Language on the Fly. | Chen Zhang, Xiao Liu, Jiuheng Lin, Yansong Feng |
| 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 | ACL | Harder Task Needs More Experts: Dynamic Routing in MoE Models. | Quzhe Huang, Zhenwei An, Nan Zhuang, Mingxu Tao, Chen Zhang, Yang Jin, Kun Xu, Liwei Chen, Songfang Huang, Yansong Feng |
| 2024 | ACL | Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction. | Wanlong Liu, Li Zhou, Dingyi Zeng, Yichen Xiao, Shaohuan Cheng, Chen Zhang, Grandee Lee, Malu Zhang, Wenyu Chen |
| 2024 | ACL | MC²: Towards Transparent and Culturally-Aware NLP for Minority Languages in China. | Chen Zhang, Mingxu Tao, Quzhe Huang, Jiuheng Lin, Zhibin Chen, Yansong Feng |
| 2024 | ADMA | Integrating Graph Temporal-Structural Dependencies and Textual Semantics for Outdated Fact Detection. | Haoxuan Feng, Yuhan Zheng, Zhuoheng Ma, Rui Meng, Yongqi Zhang, Chen Zhang |
| 2024 | ASPLOS | Amanda: Unified Instrumentation Framework for Deep Neural Networks. | Yue Guan, Yuxian Qiu, Jingwen Leng, Fan Yang, Shuo Yu, Yunxin Liu, Yu Feng, Yuhao Zhu, Lidong Zhou, Yun Liang, Chen Zhang, Chao Li, Minyi Guo |
| 2024 | COLING | How Speculative Can Speculative Decoding Be? | Zhuorui Liu, Chen Zhang, Dawei Song |
| 2024 | COLING | CrossTune: Black-Box Few-Shot Classification with Label Enhancement. | Danqing Luo, Chen Zhang, Yan Zhang, Haizhou Li |
| 2024 | COLING | Task-agnostic Distillation of Encoder-Decoder Language Models. | Chen Zhang, Yang Yang, Qiuchi Li, Jingang Wang, Dawei Song |
| 2024 | CSCWD | Recognizing Textual Entailment by Hierarchical Crowdsourcing with Diverse Labor Costs. | Haodi Zhang, Junyu Yang, Wenxi Huang, Min Cai, Jiahong Li, Chen Zhang, Kaishun Wu |
| 2024 | CVPR | Leveraging Frame Affinity for sRGB-to-RAWVideo De-Rendering. | Chen Zhang, Wencheng Han, Yang Zhou, Jianbing Shen, Cheng-Zhong Xu, Wentao Liu |
| 2024 | DAC | Oltron: Algorithm-Hardware Co-design for Outlier-Aware Quantization of LLMs with Inter-/Intra-Layer Adaptation. | Chenhao Xue, Chen Zhang, Xun Jiang, Zhutianya Gao, Yibo Lin, Guangyu Sun |
| 2024 | EACL | Minimal Distillation Schedule for Extreme Language Model Compression. | Chen Zhang, Yang Yang, Qifan Wang, Jiahao Liu, Jingang Wang, Wei Wu, Dawei Song |
| 2024 | ECIR | Eliminating Contextual Bias in Aspect-Based Sentiment Analysis. | Ruize An, Chen Zhang, Dawei Song |
| 2024 | EMNLP | TS-Align: A Teacher-Student Collaborative Framework for Scalable Iterative Finetuning of Large Language Models. | Chen Zhang, Chengguang Tang, Dading Chong, Ke Shi, Guohua Tang, Feng Jiang, Haizhou Li |
| 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 | EMNLP | DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models. | Jiabao Pan, Yan Zhang, Chen Zhang, Zuozhu Liu, Hongwei Wang, Haizhou Li |
| 2024 | EMNLP | Unlocking the Potential of Model Merging for Low-Resource Languages. | Mingxu Tao, Chen Zhang, Quzhe Huang, Tianyao Ma, Songfang Huang, Dongyan Zhao, Yansong Feng |
| 2024 | GLOBECOM | Wi-Mapping: A WiFi-based Respiration Detection System Using Complex Plane Mapping. | Chen Zhang, Ting Jiang, Xinyi Zhou, Danlan Huang |
| 2024 | GLOBECOM | Modeling and Analysis of Over-the-Air Attack with QoS-Aware Scheduling: Queuing-based Approach. | Chen Zhang, Huici Wu, Xiaolin Zheng, Guoshun Nan, Xiaofeng Tao |
| 2024 | ICASSP | Multi-Stage Training For Cross-Domain Full-Band Audio Packet Loss Concealment. | Nan Li, Guochen Yu, Chen Zhang, Chao Zhou, Qi Huang, Bing Yu |
| 2024 | ICASSP | Ks-Net: Multi-Band Joint Speech Restoration and Enhancement Network for 2024 ICASSP SSI Challenge. | Guochen Yu, Runqiang Han, Chenglin Xu, Haoran Zhao, Nan Li, Chen Zhang, Xiguang Zheng, Chao Zhou, Qi Huang, Bing Yu |
| 2024 | ICASSP | BAE-Net: a Low Complexity and High Fidelity Bandwidth-Adaptive Neural Network for Speech Super-Resolution. | Guochen Yu, Xiguang Zheng, Nan Li, Runqiang Han, Chengshi Zheng, Chen Zhang, Chao Zhou, Qi Huang, Bing Yu |
| 2024 | ICCD | ChameSC: Virtualizing Superscalar Core of a SIMD Architecture for Vector Memory Access. | Zhongzhu Pu, Guangda Zhang, Tiejian Zhang, Chen Zhang, Youhui Zhang, Xia Zhao |
| 2024 | ICLR | Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis. | Ziyue Jiang, Jinglin Liu, Yi Ren, Jinzheng He, Zhenhui Ye, Shengpeng Ji, Qian Yang, Chen Zhang, Pengfei Wei, Chunfeng Wang, Xiang Yin, Zejun Ma, Zhou Zhao |
| 2024 | ICLR | Can Perplexity Reflect Large Language Model's Ability in Long Text Understanding? | Yutong Hu, Quzhe Huang, Mingxu Tao, Chen Zhang, Yansong Feng |
| 2024 | ICLR | Can LLMs Learn a New Language on the Fly? A Case Study on Zhuang. | Chen Zhang, Mingxu Tao, Quzhe Huang, Zhibin Chen, Yansong Feng |
| 2024 | ICLR | Deep Reinforcement Learning for Modelling Protein Complexes. | Ziqi Gao, Tao Feng, Jiaxuan You, Chenyi Zi, Yan Zhou, Chen Zhang, Jia Li |
| 2024 | ICLR | Real3D-Portrait: One-shot Realistic 3D Talking Portrait Synthesis. | Zhenhui Ye, Tianyun Zhong, Yi Ren, Jiaqi Yang, Weichuang Li, Jiawei Huang, Ziyue Jiang, Jinzheng He, Rongjie Huang, Jinglin Liu, Chen Zhang, Xiang Yin, Zejun Ma, Zhou Zhao |
| 2024 | ICML | Advancing DRL Agents in Commercial Fighting Games: Training, Integration, and Agent-Human Alignment. | Chen Zhang, Qiang He, Yuan Zhou, Elvis S. Liu, Hong Wang, Jian Zhao, Yang Wang |
| 2024 | ICML | Nonparametric Teaching of Implicit Neural Representations. | Chen Zhang, Steven Tin Sui Luo, Jason Chun Lok Li, Yik-Chung Wu, Ngai Wong |
| 2024 | IJCNN | A Real-Time Unmanned Aerial Vehicle (UAV) Aerial Image Object Detection Model. | Li Tan, Zikang Liu, He Liu, Dongfang Li, Chen Zhang |
| 2024 | INDIN | LWLC-CNN: Ultra-lightweight Network Traffic Classification Algorithm. | Jinhui Xing, Chen Zhang, Hui Zhang, Yanfang Fu, Guochuang Yan, Jiang Du |
| 2024 | Interspeech | Disentangling Age and Identity with a Mutual Information Minimization for Cross-Age Speaker Verification. | Fengrun Zhang, Wangjin Zhou, Yiming Liu, Wang Geng, Yahui Shan, Chen Zhang |
| 2024 | IECON | Enhancing Power Distribution System Resilience with Fusion-GNN: A Dynamic Graph Representation Learning Approach. | Boming Liu, Chen Zhang, Jin Dong, Prasanna Balaprakash, Yan Liu, Brett Eiffert |
| 2024 | ISCAS | An Energy-Efficient Configurable Coprocessor Based on 1-D CNN for ECG Anomaly Detection. | Chen Zhang, Zhijie Huang, QianXi Cheng, Changchun Zhou, Xin'an Wang |
| 2024 | ISPA | MonkeyGPT: Generative AI in Network Anomaly Detection of Video Conference Applications. | Junhao Xu, Dongbiao He, Chen Zhang, Xu Zhou, Zhongxing Ming, Laizhong Cui |
| 2024 | IWCMC | Resource Management Based on Resource Parameters in Computing Networks. | Yidi Xie, Chen Zhang, Gang Du |
| 2024 | IWCMC | Collaborative Multi-Agent Jamming Deceiving for UAV-assisted Wireless Communications. | Chen Zhang, Zhenyu Xiao, Lingfeng Zhang, Guangyao Liu, Wei Zhang, Xiang-Gen Xia |
| 2024 | KDD | Harvesting Efficient On-Demand Order Pooling from Skilled Couriers: Enhancing Graph Representation Learning for Refining Real-time Many-to-One Assignments. | Yile Liang, Jiuxia Zhao, Donghui Li, Jie Feng, Chen Zhang, Xuetao Ding, Jinghua Hao, Renqing He |
| 2024 | WWW | Weakly Supervised Anomaly Detection via Knowledge-Data Alignment. | Haihong Zhao, Chenyi Zi, Yang Liu, Chen Zhang, Yan Zhou, Jia Li |
| 2024 | SC | MixQ: Taming Dynamic Outliers in Mixed-Precision Quantization by Online Prediction. | Yidong Chen, Chen Zhang, Rongchao Dong, Haoyuan Zhang, Yonghua Zhang, Zhonghua Lu, Jidong Zhai |
| 2024 | USENIX | MAGPY: Compiling Eager Mode DNN Programs by Monitoring Execution States. | Chen Zhang, Rongchao Dong, Haojie Wang, Runxin Zhong, Jike Chen, Jidong Zhai |
| 2023 | AAAI | VideoDubber: Machine Translation with Speech-Aware Length Control for Video Dubbing. | Yihan Wu, Junliang Guo, Xu Tan, Chen Zhang, Bohan Li, Ruihua Song, Lei He, Sheng Zhao, Arul Menezes, Jiang Bian |
| 2023 | ACL | The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code. | Xiao Liu, Da Yin, Chen Zhang, Yansong Feng, Dongyan Zhao |
| 2023 | ACL | How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension. | Chen Zhang, Jiuheng Lin, Xiao Liu, Yuxuan Lai, Yansong Feng, Dongyan Zhao |
| 2023 | ACL | Lifting the Curse of Capacity Gap in Distilling Language Models. | Chen Zhang, Yang Yang, Jiahao Liu, Jingang Wang, Yunsen Xian, Benyou Wang, Dawei Song |
| 2023 | AISTATS | Spread Flows for Manifold Modelling. | Mingtian Zhang, Yitong Sun, Chen Zhang, Steven McDonagh |
| 2023 | ASRU | KAQ: A Non-Intrusive Stacking Framework for Mean Opinion Score Prediction with Multi-Task Learning. | Chenglin Xu, Xiguang Zheng, Chen Zhang, Chao Zhou, Qi Huang, Bing Yu |
| 2023 | CIKM | PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment Analysis. | Heng Yang, Chen Zhang, Ke Li |
| 2023 | CVPR | Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection. | Chen Zhang, Guorong Li, Yuankai Qi, Shuhui Wang, Laiyun Qing, Qingming Huang, Ming-Hsuan Yang |
| 2023 | EACL | UnifEE: Unified Evidence Extraction for Fact Verification. | Nan Hu, Zirui Wu, Yuxuan Lai, Chen Zhang, Yansong Feng |
| 2023 | EACL | Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension. | Chen Zhang, Yuxuan Lai, Yansong Feng, Xingyu Shen, Haowei Du, Dongyan Zhao |
| 2023 | EMNLP | Relation-Aware Question Answering for Heterogeneous Knowledge Graphs. | Haowei Du, Quzhe Huang, Chen Li, Chen Zhang, Yang Li, Dongyan Zhao |
| 2023 | EMNLP | xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark. | Chen Zhang, Luis F. D'Haro, Chengguang Tang, Ke Shi, Guohua Tang, Haizhou Li |
| 2023 | GLOBECOM | Deceiving Reactive Jamming in Dynamic Wireless Sensor Networks: A Deep Reinforcement Learning Based Approach. | Chen Zhang, Tianqi Mao, Zhenyu Xiao, Ruiqi Liu, Xiang-Gen Xia |
| 2023 | HCI | A Study on the Design Strategy of Walking Health APP for the Elderly from the Behavioral Theory Perspective. | Xiaoli Niu, Honghai Li, Chen Zhang |
| 2023 | ICASSP | LeanSpeech: The Microsoft Lightweight Speech Synthesis System for Limmits Challenge 2023. | Chen Zhang, Shubham Bansal, Aakash Lakhera, Jinzhu Li, Gang Wang, Sandeepkumar Satpal, Sheng Zhao, Lei He |
| 2023 | ICASSP | A Low-Latency Deep Hierarchical Fusion Network for Fullband Acoustic Echo Cancellation. | Haoran Zhao, Nan Li, Runqiang Han, Xiguang Zheng, Chen Zhang, Liang Guo, Bing Yu |
| 2023 | ICCV | DMNet: Delaunay Meshing Network for 3D Shape Representation. | Chen Zhang, Ganzhangqin Yuan, Wenbing Tao |
| 2023 | ICDE | Hierarchical Crowdsourcing for Data Labeling with Heterogeneous Crowd. | Haodi Zhang, Wenxi Huang, Zhenhan Su, Junyang Chen, Di Jiang, Lixin Fan, Chen Zhang, Defu Lian, Kaishun Wu |
| 2023 | ICDM | KOSA: KO Enhanced Salary Analytics based on Knowledge Graph and LLM Capabilities. | Fei Huang, Yi Deng, Chen Zhang, Menghao Guo, Kai Zhan, Shanxin Sun, Jinling Jiang, Zeyi Sun, Xindong Wu |
| 2023 | ICLR | Bag of Tricks for Unsupervised Text-to-Speech. | Yi Ren, Chen Zhang, Shuicheng Yan |
| 2023 | ICML | Nonparametric Iterative Machine Teaching. | Chen Zhang, Xiaofeng Cao, Weiyang Liu, Ivor W. Tsang, James T. Kwok |
| 2023 | ICNC | An Informer Based Method for Stock Intraday Price Praediction. | Ying Ding, Changsheng Zhang, Chen Zhang |
| 2023 | ICNC | Classification of Diabetic Retinopathy Based on Lesion-Sliced Detection. | Shaoqi Dong, Ziyun Song, Yue Liu, Liming Liu, Chen Zhang, Bin Zhang, Changsheng Zhang |
| 2023 | INFOCOM | Oblivion: Poisoning Federated Learning by Inducing Catastrophic Forgetting. | Chen Zhang, Boyang Zhou, Zhiqiang He, Zeyuan Liu, Yanjiao Chen, Wenyuan Xu, Baochun Li |
| 2023 | Interspeech | EE-TTS: Emphatic Expressive TTS with Linguistic Information. | Yi Zhong, Chen Zhang, Xule Liu, Chenxi Sun, Weishan Deng, Haifeng Hu, Zhongqian Sun |
| 2023 | IROS | LiDAR Missing Measurement Detection for Autonomous Driving in Rain. | Chen Zhang, Zefan Huang, Marcelo H. Ang, Daniela Rus |
| 2023 | IROS | SMART-Rain: A Degradation Evaluation Dataset for Autonomous Driving in Rain. | Chen Zhang, Zefan Huang, Hongliang Guo, Lei Qin, Marcelo H. Ang, Daniela Rus |
| 2023 | IROS | SMART-Degradation: A Dataset for LiDAR Degradation Evaluation in Rain. | Chen Zhang, Zefan Huang, Beatrix Xue Lin Tung, Marcelo H. Ang, Daniela Rus |
| 2023 | IROS | Underwater and Surface Aquatic Locomotion of Soft Biomimetic Robot Based on Bending Rolled Dielectric Elastomer Actuators. | Chenyu Zhang, Chen Zhang, Juntian Qu, Xiang Qian |
| 2023 | ISCA | OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization. | Cong Guo, Jiaming Tang, Weiming Hu, Jingwen Leng, Chen Zhang, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu |
| 2023 | ICRA | SmartRainNet: Uncertainty Estimation For Laser Measurement in Rain. | Chen Zhang, Zefan Huang, Beatrix Xue Lin Tung, Marcelo H. Ang, Daniela Rus |
| 2023 | ISSRE | Cross-Project Aging-Related Bug Prediction Based on Feature Transfer and Class Imbalance Learning. | Wenzhi Xie, Chen Zhang, Kai Jia, Dongdong Zhao, Junwei Zhou, Jing Tian, Jianwen Xiang |
| 2023 | ISSRE | IFCM: An improved Fuzzy C-means clustering method to handle Class Overlap on Aging-related Software Bug Prediction. | Chen Zhang, Shuo Feng, Wenzhi Xie, Dongdong Zhao, Jianwen Xiang, Roberto Pietrantuono, Roberto Natella, Domenico Cotroneo |
| 2023 | KDD | MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis. | Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang |
| 2023 | MICCAI | Chest X-ray Image Classification: A Causal Perspective. | Weizhi Nie, Chen Zhang, Dan Song, Yunpeng Bai, Keliang Xie, An-An Liu |
| 2023 | MICRO | RM-STC: Row-Merge Dataflow Inspired GPU Sparse Tensor Core for Energy-Efficient Sparse Acceleration. | Guyue Huang, Zhengyang Wang, Po-An Tsai, Chen Zhang, Yufei Ding, Yuan Xie |
| 2023 | MICRO | Cambricon-R: A Fully Fused Accelerator for Real-Time Learning of Neural Scene Representation. | Xinkai Song, Yuanbo Wen, Xing Hu, Tianbo Liu, Haoxuan Zhou, Husheng Han, Tian Zhi, Zidong Du, Wei Li, Rui Zhang, Chen Zhang, Lin Gao, Qi Guo, Tianshi Chen |
| 2023 | NSS | SPoiL: Sybil-Based Untargeted Data Poisoning Attacks in Federated Learning. | Zhuotao Lian, Chen Zhang, Kaixi Nan, Chunhua Su |
| 2023 | OSDI | Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning. | Chen Zhang, Lingxiao Ma, Jilong Xue, Yining Shi, Ziming Miao, Fan Yang, Jidong Zhai, Zhi Yang, Mao Yang |
| 2023 | SMC | Instrumental Variable Learning for Chest X-ray Classification. | Weizhi Nie, Chen Zhang, Dan Song, Yunpeng Bai, Keliang Xie, Anan Liu |
| 2023 | VCIP | Binocular Rivalry and Fusion Mechanisms Based No-Reference Stereoscopic Image Quality Assessment Considering Feedback Guidance. | Haoxiang Chang, Sumei Li, Dongyue He, Chen Zhang |
| 2023 | VCIP | Feature Reinforced and Adaptive Attention Guided Network for Multi-oriented Scene Text Detection. | Ruikang Zhang, Sumei Li, Dongyue He, Chen Zhang |
| 2023 | WSDM | Web of Conferences: A Conference Knowledge Graph. | Shuo Yu, Ciyuan Peng, Chengchuan Xu, Chen Zhang, Feng Xia |
| 2022 | AAAI | MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation. | Chen Zhang, Luis Fernando D'Haro, Thomas Friedrichs, Haizhou Li |
| 2022 | ACL | Automatic Song Translation for Tonal Languages. | Fenfei Guo, Chen Zhang, Zhirui Zhang, Qixin He, Kejun Zhang, Jun Xie, Jordan L. Boyd-Graber |
| 2022 | APWEB | SummScore: A Comprehensive Evaluation Metric for Summary Quality Based on Cross-Encoder. | Wuhang Lin, Shasha Li, Chen Zhang, Bin Ji, Jie Yu, Jun Ma, Zibo Yi |
| 2022 | CCS | EchoHand: High Accuracy and Presentation Attack Resistant Hand Authentication on Commodity Mobile Devices. | Cong Wu, Jing Chen, Kun He, Ziming Zhao, Ruiying Du, Chen Zhang |
| 2022 | CIKM | Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training. | Qianxiong Xu, Sijie Ruan, Cheng Long, Liang Yu, Chen Zhang |
| 2022 | COLING | Structural Bias for Aspect Sentiment Triplet Extraction. | Chen Zhang, Lei Ren, Fang Ma, Jingang Wang, Wei Wu, Dawei Song |
| 2022 | CVPR | Split Hierarchical Variational Compression. | Tom Ryder, Chen Zhang, Ning Kang, Shifeng Zhang |
| 2022 | EMNLP | TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method. | Zeqian Ju, Peiling Lu, Xu Tan, Rui Wang, Chen Zhang, Songruoyao Wu, Kejun Zhang, Xiang-Yang Li, Tao Qin, Tie-Yan Liu |
| 2022 | EMNLP | XPrompt: Exploring the Extreme of Prompt Tuning. | Fang Ma, Chen Zhang, Lei Ren, Jingang Wang, Qifan Wang, Wei Wu, Xiaojun Quan, Dawei Song |
| 2022 | EMNLP | Analyzing and Evaluating Faithfulness in Dialogue Summarization. | Bin Wang, Chen Zhang, Yan Zhang, Yiming Chen, Haizhou Li |
| 2022 | EMNLP | Sparse Teachers Can Be Dense with Knowledge. | Yi Yang, Chen Zhang, Dawei Song |
| 2022 | EMNLP | FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation. | Chen Zhang, Luis Fernando D'Haro, Qiquan Zhang, Thomas Friedrichs, Haizhou Li |
| 2022 | EMNLP | Making Pretrained Language Models Good Long-tailed Learners. | Chen Zhang, Lei Ren, Jingang Wang, Wei Wu, Dawei Song |
| 2022 | ICASSP | Multi-Stage and Multi-Loss Training for Fullband Non-Personalized and Personalized Speech Enhancement. | Lianwu Chen, Chenglin Xu, Xu Zhang, Xinlei Ren, Xiguang Zheng, Chen Zhang, Liang Guo, Bing Yu |
| 2022 | ICASSP | L3DAS22 Challenge: Learning 3D Audio Sources in a Real Office Environment. | Eric Guizzo, Christian Marinoni, Marco Pennese, Xinlei Ren, Xiguang Zheng, Chen Zhang, Bruno S. Masiero, Aurelio Uncini, Danilo Comminiello |
| 2022 | ICASSP | A Two-Step Backward Compatible Fullband Speech Enhancement System. | Xu Zhang, Lianwu Chen, Xiguang Zheng, Xinlei Ren, Chen Zhang, Liang Guo, Bing Yu |
| 2022 | ICASSP | A Deep Hierarchical Fusion Network for Fullband Acoustic Echo Cancellation. | Haoran Zhao, Nan Li, Runqiang Han, Lianwu Chen, Xiguang Zheng, Chen Zhang, Liang Guo, Bing Yu |
| 2022 | ICASSP | S3T: Self-Supervised Pre-Training with Swin Transformer For Music Classification. | Hang Zhao, Chen Zhang, Bilei Zhu, Zejun Ma, Kejun Zhang |
| 2022 | ICCD | Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training. | Cong Guo, Yuxian Qiu, Jingwen Leng, Chen Zhang, Ying Cao, Quanlu Zhang, Yunxin Liu, Fan Yang, Minyi Guo |
| 2022 | ICDCS | K-Indistinguishable Data Access for Encrypted Key-Value Stores. | Chen Zhang, Qingyuan Xie, Yinbin Miao, Xiaohua Jia |
| 2022 | ICLR | SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation. | Cong Guo, Yuxian Qiu, Jingwen Leng, Xiaotian Gao, Chen Zhang, Yunxin Liu, Fan Yang, Yuhao Zhu, Minyi Guo |
| 2022 | ICPADS | Improving Confidence of Uncertain Knowledge Graphs by Crowdsourcing with Limited Budget. | Haodi Zhang, Wenxi Huang, Chenyu Xu, Zhengbang Yang, Hongxin Zhou, Fengtian Qi, Chen Zhang, Kaishun Wu |
| 2022 | IJCAI | GRELEN: Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning. | Weiqi Zhang, Chen Zhang, Fugee Tsung |
| 2022 | IJCNN | Calibration of the Multiple Choice Machine Reading Comprehension. | Luxi Xing, Yue Hu, Yuqiang Xie, Wei Peng, Yajing Sun, Chen Zhang |
| 2022 | INDIN | Life prediction model of lithium-ion batteries in the early-cycle stage based on convolutional long short-term memory with attention mechanism. | Chen Zhang, Lifeng Wu |
| 2022 | Interspeech | Impairment Representation Learning for Speech Quality Assessment. | Lianwu Chen, Xinlei Ren, Xu Zhang, Xiguang Zheng, Chen Zhang, Liang Guo, Bing Yu |
| 2022 | Interspeech | End-to-End Multi-Loss Training for Low Delay Packet Loss Concealment. | Nan Li, Xiguang Zheng, Chen Zhang, Liang Guo, Bing Yu |
| 2022 | ICS | Efficiently emulating high-bitwidth computation with low-bitwidth hardware. | Zixuan Ma, Haojie Wang, Guanyu Feng, Chen Zhang, Lei Xie, Jiaao He, Shengqi Chen, Jidong Zhai |
| 2022 | ICSE | Buildsheriff: Change-Aware Test Failure Triage for Continuous Integration Builds. | Chen Zhang, Bihuan Chen, Xin Peng, Wenyun Zhao |
| 2022 | ISSRE | The Impact of Software Aging and Rejuvenation on the User Experience for Android System. | Kai Jia, Xiao Yu, Chen Zhang, Wenhua Hu, Dongdong Zhao, Jianwen Xiang |
| 2022 | ISSRE | A Software Aging-Related Bug Prediction Framework Based on Deep Learning and Weakly Supervised Oversampling. | Yancai Zhou, Chen Zhang, Kai Jia, Dongdong Zhao, Jianwen Xiang |
| 2022 | MICRO | ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization. | Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu |
| 2022 | OSDI | ROLLER: Fast and Efficient Tensor Compilation for Deep Learning. | Hongyu Zhu, Ruofan Wu, Yijia Diao, Shanbin Ke, Haoyu Li, Chen Zhang, Jilong Xue, Lingxiao Ma, Yuqing Xia, Wei Cui, Fan Yang, Mao Yang, Lidong Zhou, Asaf Cidon, Gennady Pekhimenko |
| 2022 | PLDI | FreeTensor: a free-form DSL with holistic optimizations for irregular tensor programs. | Shizhi Tang, Jidong Zhai, Haojie Wang, Lin Jiang, Liyan Zheng, Zhenhao Yuan, Chen Zhang |
| 2022 | PPoPP | PerFlow: a domain specific framework for automatic performance analysis of parallel applications. | Yuyang Jin, Haojie Wang, Runxin Zhong, Chen Zhang, Jidong Zhai |
| 2022 | SAC | Attractiveness based conference ranking. | Chen Zhang, Falih Febrinanto, Mujie Liu, Xiangjie Kong, Dongyu Zhang, Sardar M. N. Islam |
| 2022 | SIGIR | Adaptable Text Matching via Meta-Weight Regulator. | Bo Zhang, Chen Zhang, Fang Ma, Dawei Song |
| 2022 | SC | UniQ: A Unified Programming Model for Efficient Quantum Circuit Simulation. | Chen Zhang, Haojie Wang, Zixuan Ma, Lei Xie, Zeyu Song, Jidong Zhai |
| 2022 | SecureComm | CapsITD: Malicious Insider Threat Detection Based on Capsule Neural Network. | Haitao Xiao, Chen Zhang, Song Liu, Bo Jiang, Zhigang Lu, Fei Wang, Yuling Liu |
| 2021 | AAAI | UWSpeech: Speech to Speech Translation for Unwritten Languages. | Chen Zhang, Xu Tan, Yi Ren, Tao Qin, Kejun Zhang, Tie-Yan Liu |
| 2021 | AAAI | CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts. | Peixiang Zhong, Di Wang, Pengfei Li, Chen Zhang, Hao Wang, Chunyan Miao |
| 2021 | ACL | Why Machine Reading Comprehension Models Learn Shortcuts? | Yuxuan Lai, Chen Zhang, Yansong Feng, Quzhe Huang, Dongyan Zhao |
| 2021 | ACL | Exploiting Position Bias for Robust Aspect Sentiment Classification. | Fang Ma, Chen Zhang, Dawei Song |
| 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 | CCGRID | VRefine: Refining Massive Surveillance Videos for Efficient Store and Fast Analyzing. | Chen Zhang, Qiang Cao, Jie Yao, Changsheng Xie |
| 2021 | CVPR | CompConv: A Compact Convolution Module for Efficient Feature Learning. | Chen Zhang, Yinghao Xu, Yujun Shen |
| 2021 | CVPR | iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression. | Shifeng Zhang, Chen Zhang, Ning Kang, Zhenguo Li |
| 2021 | DASFAA | Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering. | Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu, Chen Zhang, Lei Chen |
| 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 | EMNLP | Extract, Integrate, Compete: Towards Verification Style Reading Comprehension. | Chen Zhang, Yuxuan Lai, Yansong Feng, Dongyan Zhao |
| 2021 | GLOBECOM | Collaborative Service Placement for Maximizing the Profit in Mobile Edge Computing. | Guotai Zeng, Hongwei Du, Qiang Ye, Chen Zhang |
| 2021 | ICASSP | Denoispeech: Denoising Text to Speech with Frame-Level Noise Modeling. | Chen Zhang, Yi Ren, Xu Tan, Jinglin Liu, Kejun Zhang, Tao Qin, Sheng Zhao, Tie-Yan Liu |
| 2021 | IGARSS | Crop-CASMA - A Web GIS Tool for Cropland Soil Moisture Monitoring and Assessment Based on SMAP Data. | Zhengwei Yang, Chen Zhang, Haoteng Zhao, Ziheng Sun, Rajat Bindlish, Pang-Wei Liu, Andreas Colliander, Rick Mueller, Liping Di, Wade T. Crow, Rolf Reichle |
| 2021 | IGARSS | Applying Machine Learning to Cropland Data Layer for Agro-Geoinformation Discovery. | Chen Zhang, Zhengwei Yang, Liping Di, Li Lin, Pengyu Hao, Liying Guo |
| 2021 | IJCAI | Interactive Video Acquisition and Learning System for Motor Assessment of Parkinson's Disease. | Yunyue Wei, Bingquan Zhu, Chen Hou, Chen Zhang, Yanan Sui |
| 2021 | ICRA | Deep Imitation Learning for Autonomous Navigation in Dynamic Pedestrian Environments. | Lei Qin, Zefan Huang, Chen Zhang, Hongliang Guo, Marcelo H. Ang, Daniela Rus |
| 2021 | INFOCOM | Large-Scale Deterministic IP Networks on CENI. | Shuo Wang, Binwei Wu, Chen Zhang, Yudong Huang, Tao Huang, Yunjie Liu |
| 2021 | Interspeech | A Causal U-Net Based Neural Beamforming Network for Real-Time Multi-Channel Speech Enhancement. | Xinlei Ren, Xu Zhang, Lianwu Chen, Xiguang Zheng, Chen Zhang, Liang Guo, Bing Yu |
| 2021 | Interspeech | Low-Delay Speech Enhancement Using Perceptually Motivated Target and Loss. | Xu Zhang, Xinlei Ren, Xiguang Zheng, Lianwu Chen, Chen Zhang, Liang Guo, Bing Yu |
| 2021 | IPEC | Viewing the Progress of China's Interest Rate Marketization from the Reform of Loan Prime Rate Formation Mechanism. | Chen Zhang, Huaimin Hu |
| 2021 | IROS | LiDAR Degradation Quantification for Autonomous Driving in Rain. | Chen Zhang, Zefan Huang, Marcelo H. Ang, Daniela Rus |
| 2021 | IROS | Improving Object Permanence using Agent Actions and Reasoning. | Ying Siu Liang, Chen Zhang, Dongkyu Choi, Kenneth Kwok |
| 2021 | ISCA | Dual-side Sparse Tensor Core. | Yang Wang, Chen Zhang, Zhiqiang Xie, Cong Guo, Yunxin Liu, Jingwen Leng |
| 2021 | ICS | HyQuas: hybrid partitioner based quantum circuit simulation system on GPU. | Chen Zhang, Zeyu Song, Haojie Wang, Kaiyuan Rong, Jidong Zhai |
| 2021 | IECON | Reduced-order Modeling and Dynamic Stability Analysis of DC Systems Connected to Weak Grids in DC Voltage Control Timescale. | Pengfei Li, Li Guo, Xialin Li, Chen Zhang, Lin Zhu, Ye Zhang |
| 2021 | IECON | A PLL-Equivalent Model for Low Frequency Dynamic Analysis of Weak-Grid connected VSC. | Xialin Li, Chen Zhang, Lin Zhu, Pengfei Li, Zhi Wang, Li Guo |
| 2021 | QoMEX | Towards Blind Audio Quality Assessment using a Convolutional-Recurrent Neural Network. | Xiguang Zheng, Chen Zhang |
| 2021 | QRS | Learning to rank software modules for effort-aware defect prediction. | Jiqing Rao, Xiao Yu, Chen Zhang, Junwei Zhou, Jianwen Xiang |
| 2021 | WCNC | A Novel Cognitive Scheme based on Dual-threshold Energy Detection in Satellite Systems. | Renkai Ren, Haitao Wang, Gengxin Zhang, Chen Zhang |
| 2021 | WWW | Adapting to Context-Aware Knowledge in Natural Conversation for Multi-Turn Response Selection. | Chen Zhang, Hao Wang, Feijun Jiang, Hongzhi Yin |
| 2020 | AAAI | Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction. | Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung |
| 2020 | ACL | SimulSpeech: End-to-End Simultaneous Speech to Text Translation. | Yi Ren, Jinglin Liu, Xu Tan, Chen Zhang, Tao Qin, Zhou Zhao, Tie-Yan Liu |
| 2020 | COCOA | An Efficient Mechanism for Resource Allocation in Mobile Edge Computing. | Guotai Zeng, Chen Zhang, Hongwei Du |
| 2020 | COLING | LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression. | Yihuan Mao, Yujing Wang, Chufan Wu, Chen Zhang, Yang Wang, Quanlu Zhang, Yaming Yang, Yunhai Tong, Jing Bai |
| 2020 | COMPSAC | Detecting Malicious Web Requests Using an Enhanced TextCNN. | Lian Yu, Lihao Chen, Jingtao Dong, Mengyuan Li, Lijun Liu, Bai Zhao, Chen Zhang |
| 2020 | EMNLP | A Multi-task Learning Framework for Opinion Triplet Extraction. | Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang |
| 2020 | EMNLP | Towards Persona-Based Empathetic Conversational Models. | Peixiang Zhong, Chen Zhang, Hao Wang, Yong Liu, Chunyan Miao |
| 2020 | ICDE | Exploring Finer Granularity within the Cores: Efficient (k, p)-Core Computation. | Chen Zhang, Fan Zhang, Wenjie Zhang, Boge Liu, Ying Zhang, Lu Qin, Xuemin Lin |
| 2020 | ICPR | Quantifying Model Uncertainty in Inverse Problems via Bayesian Deep Gradient Descent. | Riccardo Barbano, Chen Zhang, Simon R. Arridge, Bangti Jin |
| 2020 | IJCAI | Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation. | Jinglin Liu, Yi Ren, Xu Tan, Chen Zhang, Tao Qin, Zhou Zhao, Tie-Yan Liu |
| 2020 | INFOCOM | SCYLLA: QoE-aware Continuous Mobile Vision with FPGA-based Dynamic Deep Neural Network Reconfiguration. | Shuang Jiang, Zhiyao Ma, Xiao Zeng, Chenren Xu, Mi Zhang, Chen Zhang, Yunxin Liu |
| 2020 | Interspeech | NAAGN: Noise-Aware Attention-Gated Network for Speech Enhancement. | Feng Deng, Tao Jiang, Xiaorui Wang, Chen Zhang, Yan Li |
| 2020 | IWQoS | PFcrowd: Privacy-Preserving and Federated Crowdsourcing Framework by Using Blockchain. | Chen Zhang, Yu Guo, Hongwei Du, Xiaohua Jia |
| 2020 | NPC | MTLAT: A Multi-Task Learning Framework Based on Adversarial Training for Chinese Cybersecurity NER. | Yaopeng Han, Zhigang Lu, Bo Jiang, Yuling Liu, Chen Zhang, Zhengwei Jiang, Ning Li |
| 2020 | QRS | Attack Graph Auto-Generation for Blockchains based on Bigraphical Reaction Systems. | Lian Yu, Lijun Liu, Yanbing Jiang, Qi Jing, Bei Zhao, Chen Zhang |
| 2020 | VCIP | Video Anomaly Detection Using Open Data Filter and Domain Adaptation. | Chen Zhang, Guorong Li, Li Su, Weigang Zhang, Qingming Huang |
| 2019 | AAAI | Balanced Sparsity for Efficient DNN Inference on GPU. | Zhuliang Yao, Shijie Cao, Wencong Xiao, Chen Zhang, Lanshun Nie |
| 2019 | AAAI | Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach. | Chen Zhang, Steven C. H. Hoi |
| 2019 | CIKM | Selecting the Optimal Groups: Efficiently Computing Skyline k-Cliques. | Chen Zhang, Wenjie Zhang, Ying Zhang, Lu Qin, Fan Zhang, Xuemin Lin |
| 2019 | CVPR | SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization. | Shijie Cao, Lingxiao Ma, Wencong Xiao, Chen Zhang, Yunxin Liu, Lintao Zhang, Lanshun Nie, Zhi Yang |
| 2019 | CVPR | Object Detection With Location-Aware Deformable Convolution and Backward Attention Filtering. | Chen Zhang, Joohee Kim |
| 2019 | DCC | Enhanced Intra Block Copy with Planar Perspective Transformation for Urban Building Scenes. | Chen Zhang, Qijun Wang, Jiafei Xu, Chao Yang |
| 2019 | EMNLP | Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks. | Chen Zhang, Qiuchi Li, Dawei Song |
| 2019 | FPGA | Efficient and Effective Sparse LSTM on FPGA with Bank-Balanced Sparsity. | Shijie Cao, Chen Zhang, Zhuliang Yao, Wencong Xiao, Lanshun Nie, De-chen Zhan, Yunxin Liu, Ming Wu, Lintao Zhang |
| 2019 | ICCS | Marrying Graph Kernel with Deep Neural Network: A Case Study for Network Anomaly Detection. | Yepeng Yao, Liya Su, Chen Zhang, Zhigang Lu, Baoxu Liu |
| 2019 | ICDCS | DMRA: A Decentralized Resource Allocation Scheme for Multi-SP Mobile Edge Computing. | Chen Zhang, Hongwei Du, Qiang Ye, Chuang Liu, He Yuan |
| 2019 | ICDE | Efficient Maximal Spatial Clique Enumeration. | Chen Zhang, Ying Zhang, Wenjie Zhang, Lu Qin, Jianye Yang |
| 2019 | ICDM | Machine Comprehension-Incorporated Relevance Matching. | Chen Zhang, Hao Wang, Liang Zhou, Yijun Wang, Can Chen |
| 2019 | ICIP | Modeling Long- and Short-Term Temporal Context for Video Object Detection. | Chen Zhang, Joohee Kim |
| 2019 | ICIS | Information Management Capabilities in the Digital Era: The Senior Manager's Perspective. | William J. Kettinger, He Li, Chen Zhang |
| 2019 | ICPP | VScan: Efficiently Analyzing Surveillance Videos via Model-joint Mechanism. | Chen Zhang, Qiang Cao, Jie Yao, Yuanyuan Dong, Puyuan Yang |
| 2019 | IJCAI | Discriminative and Correlative Partial Multi-Label Learning. | Haobo Wang, Weiwei Liu, Yang Zhao, Chen Zhang, Tianlei Hu, Gang Chen |
| 2019 | IECON | Frequency Domain Modelling for Assessment of Hilbert and SOGI Based Single-Phase Synchronisation. | Sjur Fyen, Chen Zhang, Olav Bjarte Fosso, Marta Molinas |
| 2019 | IWCMC | Resource Allocation for Beam-hopping User Downlinks in Multi-beam Satellite System. | Lin Wang, Chen Zhang, Dexin Qu, Gengxin Zhang |
| 2019 | MOBICOM | Live Video Analytics with FPGA-based Smart Cameras. | Shang Wang, Chen Zhang, Yuanchao Shu, Yunxin Liu |
| 2019 | SIGIR | Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network. | Chen Zhang, Qiuchi Li, Dawei Song |
| 2019 | WISE | CoreCube: Core Decomposition in Multilayer Graphs. | Boge Liu, Fan Zhang, Chen Zhang, Wenjie Zhang, Xuemin Lin |
| 2018 | CoDIT | Energy modeling and efficiency optimization using a novel extreme learning fuzzy logic network. | Chen Zhang, Qunxiong Zhu, Zhiqiang Geng, Yuan Xu, Yongming Han, Yanlin He, Fang Duan |
| 2018 | DASFAA | Effective Solution for Labeling Candidates with a Proper Ration for Efficient Crowdsourcing. | Zhao Chen, Peng Cheng, Chen Zhang, Lei Chen |
| 2018 | DICTA | Approach for Process Control in Additive Manufacturing Through Layer-Wise Analysis with 3-Dimensional Pointcloud Information. | Marc Preissler, Chen Zhang, Maik Rosenberger, Gunther Notni |
| 2018 | GLOBECOM | An Energy-Efficient Multicasting Algorithm for Duty-Cycled WSNs. | Yuna Chai, Hongwei Du, Qiang Ye, Chuang Liu, Wen Xu, Chen Zhang |
| 2018 | ICDE | Burstiness in Query Log: Web Search Analysis by Combining Global and Local Evidences. | Chen Zhang, Sen Zhang, Chen Lei, Peiguang Lin |
| 2018 | ICDM | A Machine Reading Comprehension-Based Approach for Featured Snippet Extraction. | Chen Zhang, Xuyuanyu Zhang, Hao Wang |
| 2018 | ICIP | A Multi-Spectral Database for NIR Heart Rate Estimation. | Michal Rapczynski, Chen Zhang, Ayoub Al-Hamadi, Gunther Notni |
| 2018 | ICPP | FFS-VA: A Fast Filtering System for Large-scale Video Analytics. | Chen Zhang, Qiang Cao, Hong Jiang, Wenhui Zhang, Jingjun Li, Jie Yao |
| 2018 | IGARSS | Estimation Model for Dust-Retention Content of Main Green Plants in South China Based on the Red Edge of Reflectance. | Chongyang Wang, Chen Zhang, Xia Zhou, Ji Yang, Wenlong Jing, Shuisen Chen |
| 2018 | IROS | Robust LIDAR Localization for Autonomous Driving in Rain. | Chen Zhang, Marcelo H. Ang, Daniela Rus |
| 2018 | ICRA | Vehicle Detection, Tracking and Behavior Analysis in Urban Driving Environments Using Road Context. | Shashwat Verma, You Hong Eng, Hai Xun Kong, Hans Andersen, Malika Meghjani, Wei Kang Leong, Xiaotong Shen, Chen Zhang, Marcelo H. Ang, Daniela Rus |
| 2018 | IECON | Analysis of Bifurcation Behaviors in MMC Connected to a Weak Grid. | Haoxiang Zong, Jing Lyu, Xu Cai, Marta Molinas, Chen Zhang, Renxing Yang, Fangquan Rao |
| 2018 | KDD | Multi-view Adversarially Learned Inference for Cross-domain Joint Distribution Matching. | Changying Du, Changde Du, Xingyu Xie, Chen Zhang, Hao Wang |
| 2018 | KDD | StockAssIstant: A Stock AI Assistant for Reliability Modeling of Stock Comments. | Chen Zhang, Yijun Wang, Can Chen, Changying Du, Hongzhi Yin, Hao Wang |
| 2017 | AAAI | Fredholm Multiple Kernel Learning for Semi-Supervised Domain Adaptation. | Wei Wang, Hao Wang, Chen Zhang, Yang Gao |
| 2017 | COCOA | A Framework for Overall Storage Overflow Problem to Maximize the Lifetime in WSNs. | Guoliang Song, Chen Zhang, Chuang Liu, Yuna Chai |
| 2017 | ICDE | Scalable Top-K Structural Diversity Search. | Lijun Chang, Chen Zhang, Xuemin Lin, Lu Qin |
| 2017 | ICDM | An Automatic Approach for Transit Advertising in Public Transportation Systems. | Chen Zhang, Hao Wang, Hui Xiong |
| 2017 | ICIP | Improving channel features using statistical analysis for pedestrian detection. | Chen Zhang, Joohee Kim |