| 2026 | AAAI | C³TG: Conflict-aware, Composite, and Collaborative Controlled Text Generation. | Yu Li, Zhe Yang, Yi Huang, Xin Liu, Guilin Qi |
| 2026 | ACL | Understanding Secret Leakage Risks in Code LLMs: A Tokenization Perspective. | Meifang Chen, Zhe Yang, Huang Nianchen, Yizhan Huang, Yichen Li, Zihan Li, Michael R. Lyu |
| 2026 | ACL | A Learnable Skill Combination Strategy for Multi-task Learning in Natural Language Understanding. | Zhe Yang, Yi Huang, Yaqin Chen, Mengfei Guo, Xiaoting Wu, Junlan Feng |
| 2026 | ACL | D2PCM: A Multi-Turn Dialogue Dataset with Personalized Contextual Memory. | Zhe Yang, Yi Huang, Yaqin Chen, Chunyang Gao, Jingyu Yao, Junlan Feng |
| 2026 | DASFAA | DSGCL: Dual Sampling with High-Order Collaboration for Graph Contrastive Learning. | Huinan Gu, Zhe Yang |
| 2026 | ICDE | Switch$\Delta$: Asynchronous Metadata Updating for Distributed Storage with in-Network Data Visibility. | Junru Li, Qing Wang, Zhe Yang, Shuo Liu, Jiwu Shu, Youyou Lu |
| 2025 | AAAI | Exploring Activation Patterns of Parameters in Language Models. | Yudong Wang, Damai Dai, Zhe Yang, Jingyuan Ma, Zhifang Sui |
| 2025 | AAAI | Hyperbolic-Constraint Point Cloud Reconstruction from Single RGB-D Images. | Wenrui Li, Zhe Yang, Wei Han, Hengyu Man, Xingtao Wang, Xiaopeng Fan |
| 2025 | ACL | Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs. | Zhe Yang, Yichang Zhang, Yudong Wang, Ziyao Xu, Junyang Lin, Zhifang Sui |
| 2025 | CGI | Enhancing Small Object Detection in Aerial Images Under Multi-weather Conditions. | Zhe Yang, Haocheng Fu |
| 2025 | CogSci | Capturing User Intent through Integration of Item ID and Modality Information in Session Recommendation. | Tiantian Liang, Zhe Yang |
| 2025 | COLING | Multi-Graph Co-Training for Capturing User Intent in Session-based Recommendation. | Zhe Yang, Tiantian Liang |
| 2025 | CSCWD | SBF-YOLO: A Small Object Detection Network for Aerial Scene. | Haocheng Fu, Zhe Yang, Yuhao Peng |
| 2025 | CSCWD | Disentangling Urban Flow: A Dynamic ST-GNN Approach Based on Multi-View Contrastive Learning. | Yuhao Peng, Zhe Yang, Haocheng Fu |
| 2025 | DASFAA | MASS: Mitigating Aspect-Oriented Semantic Sparsity for Fine-Grained Sentiment Analysis. | Yanjiang Chen, Kai Zhang, Zhe Yang, Linan Yue, Xinjie Sun, Kun Zhang, Qi Liu |
| 2025 | EMNLP | MC²: A Minimum-Coverage and Dataset-Agnostic Framework for Compositional Generalization of LLMs on Semantic Parsing. | Ziyao Xu, Zhe Yang, Houfeng Wang |
| 2025 | EMNLP | A Probabilistic Inference Scaling Theory for LLM Self-Correction. | Zhe Yang, Yichang Zhang, Yudong Wang, Ziyao Xu, Junyang Lin, Zhifang Sui |
| 2025 | ICLR | Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models. | Bofei Gao, Feifan Song, Zhe Yang, Zefan Cai, Yibo Miao, Qingxiu Dong, Lei Li, Chenghao Ma, Liang Chen, Runxin Xu, Zhengyang Tang, Benyou Wang, Daoguang Zan, Shanghaoran Quan, Ge Zhang, Lei Sha, Yichang Zhang, Xuancheng Ren, Tianyu Liu, Baobao Chang |
| 2025 | ICLR | LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token. | Shaolei Zhang, Qingkai Fang, Zhe Yang, Yang Feng |
| 2025 | IJCNN | NPFGLU: Unlearning Links in Graph Neural Networks. | Zhen Hu, Zhe Yang |
| 2025 | IJCNN | Adaptive Hierarchical Graph Neural Network for Non-overlapping Cross-Domain Recommendation. | Moyu Zhang, Zhe Yang |
| 2025 | IECON | Optimized Design and Experimental Validation of a 4.1 MVA/1 kHz Medium-Frequency Transformer for High-Power DC Transformers. | Jialiang Hu, Weihong Yang, Yiqing Ma, Bin Cui, Zhe Yang, Xin Jin, Xueteng Tang, Mingli Fu, Biao Zhao |
| 2025 | NAACL | SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine. | Xiaochen Wang, Junqing He, Liang Chen, Gholamreza Haffari, Yiru Wang, Zhe Yang, Xiangdi Meng, Kunhao Pan, Zhifang Sui |
| 2025 | NAACL | Palette of Language Models: A Solver for Controlled Text Generation. | Zhe Yang, Yi Huang, Yaqin Chen, XiaotingWu XiaotingWu, Junlan Feng, Chao Deng |
| 2025 | SMC | Inferring Smartphone Application Types via Inaudible Charging Sound: A New Acoustic Side-channel Attack. | Junchen Meng, Zhe Yang, Xiaoli Zhang, Huaiyu Zhu |
| 2024 | ACL | Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding. | Heming Xia, Zhe Yang, Qingxiu Dong, Peiyi Wang, Yongqi Li, Tao Ge, Tianyu Liu, Wenjie Li, Zhifang Sui |
| 2024 | AISTATS | Directed Hypergraph Representation Learning for Link Prediction. | Zitong Ma, Wenbo Zhao, Zhe Yang |
| 2024 | AISTATS | DHMConv: Directed Hypergraph Momentum Convolution Framework. | Wenbo Zhao, Zitong Ma, Zhe Yang |
| 2024 | EMNLP | LLM as a metric critic for low resource relation identification. | Zhe Yang, Yi Huang, Yaqin Chen, Xiaoting Wu, Junlan Feng, Chao Deng |
| 2024 | EMNLP | Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones? | Zhe Yang, Yichang Zhang, Tianyu Liu, Jian Yang, Junyang Lin, Chang Zhou, Zhifang Sui |
| 2024 | FAST | TeRM: Extending RDMA-Attached Memory with SSD. | Zhe Yang, Qing Wang, Xiaojian Liao, Youyou Lu, Keji Huang, Jiwu Shu |
| 2024 | ICWS | Edge-LLM: A Collaborative Framework for Large Language Model Serving in Edge Computing. | Fenglong Cai, Dong Yuan, Zhe Yang, Lizhen Cui |
| 2024 | ISPA | AutoMP: A Tool to Automate Performance Testing for Model Placement on GPUs. | Zhe Yang, Wei He, Fenglong Cai, Yonghui Xu, Wei Guo, Lizhen Cui |
| 2024 | NSDI | LiFteR: Unleash Learned Codecs in Video Streaming with Loose Frame Referencing. | Bo Chen, Zhisheng Yan, Yinjie Zhang, Zhe Yang, Klara Nahrstedt |
| 2024 | SENSYS | ImmerScope: Multi-view Video Aggregation at Edge towards Immersive Content Services. | Bo Chen, Hongpeng Guo, Mingyuan Wu, Zhe Yang, Zhisheng Yan, Klara Nahrstedt |
| 2024 | WSDM | GAP: A Grammar and Position-Aware Framework for Efficient Recognition of Multi-Line Mathematical Formulas. | Zhe Yang, Qi Liu, Kai Zhang, Shiwei Tong, Enhong Chen |
| 2023 | ACL | Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction. | Zhe Yang, Yi Huang, Junlan Feng |
| 2023 | CSCWD | Anomaly Detection of Rolling Element Bearings Based on Contrastive Representation. | Xiaotong Lei, Zhe Yang, Yunwei Huang, Jianyu Long, Chuan Li, Huiyu Huang |
| 2023 | EMNLP | Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning. | Zhe Yang, Damai Dai, Peiyi Wang, Zhifang Sui |
| 2023 | EuroSys | RIO: Order-Preserving and CPU-Efficient Remote Storage Access. | Xiaojian Liao, Zhe Yang, Jiwu Shu |
| 2023 | FAST | λ-IO: A Unified IO Stack for Computational Storage. | Zhe Yang, Youyou Lu, Xiaojian Liao, Youmin Chen, Junru Li, Siyu He, Jiwu Shu |
| 2023 | Interspeech | TFECN: Time-Frequency Enhanced ConvNet for Audio Classification. | Mengwei Wang, Zhe Yang |
| 2022 | EMNLP | Low-resource Neural Machine Translation with Cross-modal Alignment. | Zhe Yang, Qingkai Fang, Yang Feng |
| 2022 | Middleware | BoFL: bayesian optimized local training pace control for energy efficient federated learning. | Hongpeng Guo, Haotian Gu, Zhe Yang, Xiaoyang Wang, Eun Kyung Lee, Nandhini Chandramoorthy, Tamar Eilam, Deming Chen, Klara Nahrstedt |
| 2022 | USENIX | AlNiCo: SmartNIC-accelerated Contention-aware Request Scheduling for Transaction Processing. | Junru Li, Youyou Lu, Qing Wang, Jiazhen Lin, Zhe Yang, Jiwu Shu |
| 2021 | ISM | 360ViewPET: View Based Pose EsTimation for Ultra-Sparse 360-Degree Cameras. | Qian Zhou, Bo Chen, Zhe Yang, Hongpeng Guo, Klara Nahrstedt |
| 2021 | MASS | SENSELET++: A Low-cost Internet of Things Sensing Platform for Academic Cleanrooms. | Beitong Tian, Zhe Yang, Hessam Moeini, Ragini Gupta, Patrick Su, Robert Bruce Kaufman, Mark McCollum, John Dallesasse, Klara Nahrstedt |
| 2021 | MMSys | CrossRoI: cross-camera region of interest optimization for efficient real time video analytics at scale. | Hongpeng Guo, Shuochao Yao, Zhe Yang, Qian Zhou, Klara Nahrstedt |
| 2021 | MOBICOM | HAWK-i: a remote and lightweight thermal imaging-based crowd screening framework. | Linjie Gu, Zhe Yang, Mithun Mukherjee, Zhigeng Pan, Mian Guo, Xiushan Liu, Rakesh Matam, Jaime Lloret |
| 2021 | SENSYS | Deep Contextualized Compressive Offloading for Images. | Bo Chen, Zhisheng Yan, Hongpeng Guo, Zhe Yang, Ahmed Ali-Eldin, Prashant J. Shenoy, Klara Nahrstedt |
| 2021 | SOSP | Crash Consistent Non-Volatile Memory Express. | Xiaojian Liao, Youyou Lu, Zhe Yang, Jiwu Shu |
| 2020 | DAC | CoinPurse: A Device-Assisted File System with Dual Interfaces. | Zhe Yang, Youyou Lu, Erci Xu, Jiwu Shu |
| 2020 | ICA3PP | OCVM: Optimizing the Isolation of Virtual Machines with Open-Channel SSDs. | Zhe Liu, Xiaojian Liao, Fei Li, Zhe Yang, Youyou Lu, Jiwu Shu |
| 2020 | ICDCS | SineKV: Decoupled Secondary Indexing for LSM-based Key-Value Stores. | Fei Li, Youyou Lu, Zhe Yang, Jiwu Shu |
| 2020 | VTC | A Decentralized Car-Sharing Control Scheme Based on Smart Contract in Internet-of-Vehicles. | Qihao Zhou, Zhe Yang, Kuan Zhang, Kan Zheng, Jie Liu |
| 2020 | USENIX | A Decentralized Blockchain with High Throughput and Fast Confirmation. | Chenxing Li, Peilun Li, Dong Zhou, Zhe Yang, Ming Wu, Guang Yang, Wei Xu, Fan Long, Andrew Chi-Chih Yao |
| 2019 | ICCV | CAMEL: A Weakly Supervised Learning Framework for Histopathology Image Segmentation. | Gang Xu, Zhigang Song, Zhuo Sun, Calvin Ku, Zhe Yang, Cancheng Liu, Shuhao Wang, Jianpeng Ma, Wei Xu |
| 2019 | ICDCS | OCStore: Accelerating Distributed Object Storage with Open-Channel SSDs. | Youyou Lu, Jiacheng Zhang, Zhe Yang, Liyang Pan, Jiwu Shu |
| 2019 | ICDCS | MIRAS: Model-based Reinforcement Learning for Microservice Resource Allocation over Scientific Workflows. | Zhe Yang, Phuong Nguyen, Haiming Jin, Klara Nahrstedt |
| 2019 | USENIX | Cognitive SSD: A Deep Learning Engine for In-Storage Data Retrieval. | Shengwen Liang, Ying Wang, Youyou Lu, Zhe Yang, Huawei Li, Xiaowei Li |
| 2018 | ETFA | Seam Penetration Recognition for GTAW Using Convolutional Neural Network Based on Time-Frequency Image of Arc Sound. | Wenjing Ren, Guangrui Wen, Shijie Liu, Zhe Yang, Bin Xu, Zhifen Zhang |
| 2017 | ICIP | WI-VI fingerprint: WiFi and vision integrated fingerprint for smartphone-based indoor self-localization. | Zhaozheng Hu, Gang Huang, Yuezhi Hu, Zhe Yang |
| 2017 | ICONIP | Multi-label Learning with Label-Specific Feature Selection. | Yan Yan, ShiNing Li, Zhe Yang, Xiao Zhang, Jing Li, Anyi Wang, Jingyu Zhang |
| 2017 | ISM | A Fast Video Shot Boundary Detection Employing OTSU's Method and Dual Pauta Criterion. | Zhe Yang, Lihua Tian, Chen Li |
| 2017 | PIMRC | A blockchain-based reputation system for data credibility assessment in vehicular networks. | Zhe Yang, Kan Zheng, Kan Yang, Victor C. M. Leung |
| 2017 | SNPD | Routing algorithm based on ant colony optimization for mobile social network. | Yanfei Wu, Yanqin Zhu, Zhe Yang |
| 2016 | CIS | Study on the Relation between Virus and Host Cell by Alignment-Free Sequence Comparison. | Xuemei Liu, Xiang Zhang, Tianlai Huang, Zhe Yang, Wen Li, Yuzhong Ye, Shan Hu, Jing Li |
| 2016 | CISIS | Toward a Semantic Cache Supporting Version-Based Consistency. | Zhe Yang, Kun Ma, Jialin Zhong |
| 2016 | INFOCOM | Using typing pattern to save energy: Adaptive notification mechanism in MIM APPs. | Yan Pan, ShiNing Li, Xianjin Xia, Zhigang Li, Zhe Yang, Yu Zhang, Junwei Li, Mingfei Wei, Jingyu Zhang |
| 2016 | INFOCOM | Magnitude matters: A new light-to-camera communication system with Multilevel Illumination. | Zhe Yang, Hua Zhao, Yan Pan, Changpeng Xu, ShiNing Li |
| 2016 | MOBIHOC | Fast and reliable unknown tag detection in large-scale RFID systems. | Wei Gong, Jiangchuan Liu, Zhe Yang |
| 2015 | ICMLC | Research on speed and tension multivariable system of reversible cold strip mill based on ILQ theory. | Gang Zheng, Xiao-Li Chao, Zhe Yang, Fu-Caiqian |
| 2015 | IGARSS | A fast UAV image stitching method on GeoSOT. | Zhe Yang, Weixin Zhai, Dong Chen, Wei Zhang, Chengqi Cheng |
| 2015 | IGARSS | The non-sql spatial data management model in big data time. | Weixin Zhai, Zhe Yang, Lin Wang, Feilong Wu, Chengqi Cheng |
| 2015 | MOBICOM | Poster: An Insomnia Therapy for Clock Synchronization in Wireless Sensor Networks. | Meng Jin, Dingyi Fang, Xiaojiang Chen, Lin Cai, Zhe Yang, Zhanyong Tang |
| 2015 | UIC | SAPM: Self-Adjusting Pipelining Mechanism for Efficient Bulk Data Dissemination in Smart Homes. | Junwei Li, ShiNing Li, Yu Zhang, Bin Guo, Zhe Yang |
| 2014 | INFOCOM | Poster: Energy balance bounds of mixed data transmission in wireless sensor networks. | Xianjin Xia, ShiNing Li, Yu Zhang, Zhe Yang |
| 2014 | INFOCOM | Hierarchical hexagonal modulation with ternary symbols for wireless video transmission. | Zhe Yang, Lin Cai, Xuan Wang, Siyuan Xiang, Jianping Pan |
| 2014 | MOBIHOC | Poster: environment-adaptive clock calibration for wireless sensor networks. | Meng Jin, Dingyi Fang, Xiaojiang Chen, Zhe Yang, Chen Liu, Dan Xu, Xiaoyan Yin |
| 2013 | CVPR | Depth Acquisition from Density Modulated Binary Patterns. | Zhe Yang, Zhiwei Xiong, Yueyi Zhang, Jiao Wang, Feng Wu |
| 2013 | INFOCOM | LCS: Compressive sensing based device-free localization for multiple targets in sensor networks. | Ju Wang, Dingyi Fang, Xiaojiang Chen, Zhe Yang, Tianzhang Xing, Lin Cai |
| 2013 | MSWIM | Cactus: a hybrid digital-analog wireless video communication system. | Hao Cui, Zhihai Song, Zhe Yang, Chong Luo, Ruiqin Xiong, Feng Wu |
| 2012 | CRYPTO | Stam's Conjecture and Threshold Phenomena in Collision Resistance. | John P. Steinberger, Xiaoming Sun, Zhe Yang |
| 2012 | INFOCOM | Evaluating service disciplines for mobile elements in wireless ad hoc sensor networks. | Liang He, Zhe Yang, Jianping Pan, Lin Cai, Jingdong Xu |
| 2012 | INFOCOM | Environment-aware clock skew estimation and synchronization for wireless sensor networks. | Zhe Yang, Lin Cai, Yu Liu, Jianping Pan |
| 2011 | INFOCOM | Network modulation: A new dimension to enhance wireless network performance. | Zhe Yang, Yuanqian Luo, Lin Cai |
| 2011 | VTC | Deployment and Capacity of Mobile WiMAX from High Altitude Platform. | Zhe Yang, Abbas Mohammed |
| 2010 | INFOCOM | Practical Scheduling Algorithms for Concurrent Transmissions in Rate-adaptive Wireless Networks. | Zhe Yang, Lin Cai, Wu-Sheng Lu |
| 2009 | VTC | A Study of Multiple Access Schemes for Wireless Sensor Network Applications via High Altitude Systems. | Zhe Yang, Abbas Mohammed |
| 2008 | VTC | On the Cost-Effective Wireless Broadband Service Delivery from High Altitude Platforms with an Economical Business Model Design. | Zhe Yang, Abbas Mohammed |
| 2006 | EKAW | An Evaluation Method for Ontology Complexity Analysis in Ontology Evolution. | Dalu Zhang, Chuan Ye, Zhe Yang |
| 2006 | ICSE | Modular checking for buffer overflows in the large. | Brian Hackett, Manuvir Das, Daniel Wang, Zhe Yang |
| 2005 | ICASSP | Radar high range resolution profiles recognition based on wavelet packet and subband fusion. | Hongwei Liu, Zhe Yang, Kun He, Zheng Bao |
| 2004 | ISPA | A Method for Authenticating Based on ZK | Dalu Zhang, Min Liu, Zhe Yang |
| 2004 | ISSTA | Software validation via scalable path-sensitive value flow analysis. | Nurit Dor, Stephen Adams, Manuvir Das, Zhe Yang |
| 2000 | PEPM | The Second Futamura Projection for Type-Directed Partial Evaluation. | Bernd Grobauer, Zhe Yang |
| 1999 | ESOP | An Operational Investigation of the CPS Hierarchy. | Olivier Danvy, Zhe Yang |
| 1998 | ICFP | Encoding Types in ML-Like Languages. | Zhe Yang |
| 1997 | POPL | High Level Reading and Data Structure Compilation. | Robert Paige, Zhe Yang |