| 2026 | AAAI | Tracing the Heart's Pathways: ECG Representation Learning from a Cardiac Conduction Perspective. | Tan Pan, Yixuan Sun, Chen Jiang, Qiong Gao, Rui Sun, Xingmeng Zhang, Zhenqi Yang, Limei Han, Yixiu Liang, Yuan Cheng, Kaiyu Guo |
| 2026 | AAAI | Structure-based RNA Design by Step-wise Optimization of Latent Diffusion Model. | Qi Si, Xuyang Liu, Penglei Wang, Xin Guo, Yuan Qi, Yuan Cheng |
| 2026 | AAAI | PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography. | Yichi Zhang, Wenbo Zhang, Zehui Ling, Gang Feng, Sisi Peng, Deshu Chen, Yuchen Liu, Hongwei Zhang, Shuqi Wang, Lanlan Li, Limei Han, Yuan Cheng, Zixin Hu, Yuan Qi, Le Xue |
| 2026 | SIGGRAPH | LUCID: Learning Unified Control for Image Deflaring and Exposure Mastery in Nighttime Photography. | Tingyu Yang, Yuan Cheng, Xiaoyun Yuan |
| 2025 | AAAI | Pushing the Limits of BFP on Narrow Precision LLM Inference. | Hui Wang, Yuan Cheng, Xiaomeng Han, Zhengpeng Zhao, Dawei Yang, Zhe Jiang |
| 2025 | DAC | BBAL: A Bidirectional Block Floating Point-Based Quantisation Accelerator for Large Language Models. | Xiaomeng Han, Yuan Cheng, Jing Wang, Junyang Lu, Hui Wang, X. x. Zhang, Ning Xu, Dawei Yang, Zhe Jiang |
| 2025 | DAC | NVR: Vector Runahead on NPUs for Sparse Memory Access. | Hui Wang, Zhengpeng Zhao, Jing Wang, Yushu Du, Yuan Cheng, Bing Guo, He Xiao, Chenhao Ma, Xiaomeng Han, Dean You, Jiapeng Guan, Ran Wei, Dawei Yang, Zhe Jiang |
| 2025 | ICASSP | CogniDual Framework: Self-Training Large Language Models within a Dual-System Theoretical Framework for Improving Cognitive Tasks. | Yongxin Deng, Xihe Qiu, Xiaoyu Tan, Chao Qu, Jing Pan, Yuan Cheng, Yinghui Xu, Wei Chu |
| 2025 | ICCV | Structure-Aware Semantic Discrepancy and Consistency for 3D Medical Image Self-Supervised Learning. | Tan Pan, Zhaorui Tan, Kaiyu Guo, Dongli Xu, Weidi Xu, Chen Jiang, Xin Guo, Yuan Qi, Yuan Cheng |
| 2025 | ICCV | Towards a Universal 3D Medical Multi-Modality Generalization via Learning Personalized Invariant Representation. | Zhaorui Tan, Xi Yang, Tan Pan, Tianyi Liu, Chen Jiang, Xin Guo, Qiufeng Wang, Anh Nguyen, Yuan Qi, Kaizhu Huang, Yuan Cheng |
| 2025 | ICCV | Enhancing the Reliability of Auto-Prompting SAM for Medical Image Segmentation with Uncertainty Estimation and Rectification. | Yichi Zhang, Shiyao Hu, Le Xue, Sijie Ren, Zixin Hu, Yuan Cheng, Yuan Qi |
| 2025 | ICCV | SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography Images. | Yichi Zhang, Le Xue, Wenbo Zhang, Lanlan Li, Yuchen Liu, Chen Jiang, Yuan Cheng, Yuan Qi |
| 2025 | ICLR | OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting. | Xing Hu, Yuan Cheng, Dawei Yang, Zhixuan Chen, Zukang Xu, Jiangyong Yu, Chen Xu, Zhihang Yuan, Zhe Jiang, Sifan Zhou |
| 2025 | ICML | Efficient Network Automatic Relevance Determination. | Hongwei Zhang, Ziqi Ye, Xinyuan Wang, Xin Guo, Zenglin Xu, Yuan Cheng, Zixin Hu, Yuan Qi |
| 2025 | KDD | Struct-X: Enhancing the Reasoning Capabilities of Large Language Models in Structured Data Scenarios. | Xiaoyu Tan, Haoyu Wang, Xihe Qiu, Leijun Cheng, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi |
| 2025 | KSEM | Large Language Models Are Not Stable Recommender Systems: A Position Bias Perspective. | Tianhui Ma, Yuan Cheng, Zhi Zheng, Hengshu Zhu, Hui Xiong |
| 2024 | AISTATS | Sample Complexity Characterization for Linear Contextual MDPs. | Junze Deng, Yuan Cheng, Shaofeng Zou, Yingbin Liang |
| 2024 | DAC | Data is all you need: Finetuning LLMs for Chip Design via an Automated design-data augmentation framework. | Kaiyan Chang, Kun Wang, Nan Yang, Ying Wang, Dantong Jin, Wenlong Zhu, Zhirong Chen, Cangyuan Li, Hao Yan, Yunhao Zhou, Zhuoliang Zhao, Yuan Cheng, Yudong Pan, Yiqi Liu, Mengdi Wang, Shengwen Liang, Yinhe Han, Huawei Li, Xiaowei Li |
| 2024 | DBSEC | User Perceptions of CAPTCHAs: University vs. Internet Users. | Arun Reddy, Yuan Cheng |
| 2024 | EMNLP | ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average. | Shaojie Shi, Xiaoyu Tan, Xihe Qiu, Chao Qu, Kexin Nie, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi |
| 2024 | ICLR | Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes. | Ruiquan Huang, Yuan Cheng, Jing Yang, Vincent Tan, Yingbin Liang |
| 2024 | ICML | In-context Convergence of Transformers. | Yu Huang, Yuan Cheng, Yingbin Liang |
| 2024 | INFOCOM | Cramr-Rao Bound for Drone-Assisted MIMO-OFDM IoT Systems Based on PARATUCK Tensor Model. | Jianhe Du, Yuan Cheng, Shufeng Li, Xingwang Li, Thippa Reddy Gadekallu |
| 2024 | KDD | Enhancing Personalized Headline Generation via Offline Goal-conditioned Reinforcement Learning with Large Language Models. | Xiaoyu Tan, Leijun Cheng, Xihe Qiu, Shaojie Shi, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi |
| 2024 | MICCAI | Exploring CNN and Transformer Architectures for Multi-class Bi-Atrial Segmentation from Late Gadolinium-Enhanced MRI. | Yichi Zhang, Yuan Cheng, Yuan Qi |
| 2024 | VTC | Detecting Location Spoofing Attacks using Multiple Angle of Signal Arrivals in MM-Wave Vehicular Networks. | Chandana Sai Thondebhavi Shanthakumar, Aishwarya Chawariya, Yuan Cheng, Mohammed E. Eltayeb |
| 2024 | SMC | Incentive Mechanism of Selfish Nodes Based on Energy Optimization and Game Theory. | XiangJia Dong, Yuan Cheng, Winston K. G. Seah, Feng Zhang, Gang Xu |
| 2024 | SIGIR | Enhancing Task Performance in Continual Instruction Fine-tuning Through Format Uniformity. | Xiaoyu Tan, Leijun Cheng, Xihe Qiu, Shaojie Shi, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi |
| 2023 | AAAI | DC-Former: Diverse and Compact Transformer for Person Re-identification. | Wen Li, Cheng Zou, Meng Wang, Furong Xu, Jianan Zhao, Ruobing Zheng, Yuan Cheng, Wei Chu |
| 2023 | CVPR | Boundary-aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval. | Tan Pan, Furong Xu, Xudong Yang, Sifeng He, Chen Jiang, Qingpei Guo, Feng Qian, Xiaobo Zhang, Yuan Cheng, Lei Yang, Wei Chu |
| 2023 | DATE | RankSearch: An Automatic Rank Search Towards Optimal Tensor Compression for Video LSTM Networks on Edge. | Changhai Man, Cheng Chang, Chenchen Ding, Ao Shen, Hongwei Ren, Ziyi Guan, Yuan Cheng, Shaobo Luo, Rumin Zhang, Ngai Wong, Hao Yu |
| 2023 | ICLR | Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs. | Yuan Cheng, Ruiquan Huang, Yingbin Liang, Jing Yang |
| 2023 | Interspeech | EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition. | Haiyang Sun, Zheng Lian, Bin Liu, Ying Li, Jianhua Tao, Licai Sun, Cong Cai, Meng Wang, Yuan Cheng |
| 2023 | IECON | Research on Suppression Method of Bearing Current for Electric Vehicle Motor Driven by SiC Inverter. | Yuan Cheng, Mingliang Yang, Hengyi Peng, Bochao Du, Tianxu Zhao, Shumei Cui |
| 2023 | KDD | BOSS: A Bilateral Occupational-Suitability-Aware Recommender System for Online Recruitment. | Xiao Hu, Yuan Cheng, Zhi Zheng, Yue Wang, Xinxin Chi, Hengshu Zhu |
| 2023 | PST | A Secure Distributed Learning Framework Using Homomorphic Encryption. | Stephen Ly, Yuan Cheng, Haiquan Chen, Ted Krovetz |
| 2022 | AAAI | Width & Depth Pruning for Vision Transformers. | Fang Yu, Kun Huang, Meng Wang, Yuan Cheng, Wei Chu, Li Cui |
| 2022 | AAAI | Deeply Tensor Compressed Transformers for End-to-End Object Detection. | Peining Zhen, Ziyang Gao, Tianshu Hou, Yuan Cheng, Hai-Bao Chen |
| 2022 | ACCV | 3D Pose Based Feedback for Physical Exercises. | Ziyi Zhao, Sena Kiciroglu, Hugues Vinzant, Yuan Cheng, Isinsu Katircioglu, Mathieu Salzmann, Pascal Fua |
| 2022 | CIKM | Dynamic Explicit Embedding Representation for Numerical Features in Deep CTR Prediction. | Yuan Cheng |
| 2022 | COMPSAC | A Routing Algorithm based on Social Closeness and Spatio-Temporal Interaction Degree. | Zhanguo Liu, Gang Xu, Ruijie Hang, Yuan Cheng, Baoqi Huang, Xiangyu Bai |
| 2022 | CSCWD | 2-Hop Routing Strategy for Overlapping Communities based on Social Intimacy. | Zhanguo Liu, Gang Xu, Yuan Cheng, Baoqi Huang, Xiangyu Bai |
| 2022 | CVPR | Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation. | Xingning Dong, Tian Gan, Xuemeng Song, Jianlong Wu, Yuan Cheng, Liqiang Nie |
| 2022 | CVPR | A Large-scale Comprehensive Dataset and Copy-overlap Aware Evaluation Protocol for Segment-level Video Copy Detection. | Sifeng He, Xudong Yang, Chen Jiang, Gang Liang, Wei Zhang, Tan Pan, Qing Wang, Furong Xu, Chunguang Li, Jingxiong Liu, Hui Xu, Kaiming Huang, Yuan Cheng, Feng Qian, Xiaobo Zhang, Lei Yang |
| 2022 | ISPA | Short-Time Traffic Flow Prediction Based on K-means++ and LSTM. | Jia Li, Gang Xu, Yuan Cheng, Baoqi Huang |
| 2022 | WACV | FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation. | Yuan Cheng, Rui Lin, Peining Zhen, Tianshu Hou, Chiu Wa Ng, Hai-Bao Chen, Hao Yu, Ngai Wong |
| 2021 | ACL | CRSLab: An Open-Source Toolkit for Building Conversational Recommender System. | Kun Zhou, Xiaolei Wang, Yuanhang Zhou, Chenzhan Shang, Yuan Cheng, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen |
| 2021 | CSCWD | Predicting Design conflicts using Declarative Language Approach. | Yuan Cheng, Fazhi He, Xiao Lv |
| 2021 | CSCWD | Cloud-Based Lightweight Collaborative Editing Algorithm for Mobile Devices. | Xiao Lv, Jiacun Yuan, Fazhi He, Yuan Cheng, Weiwei Cai |
| 2021 | CVPR | Discrimination-Aware Mechanism for Fine-Grained Representation Learning. | Furong Xu, Meng Wang, Wei Zhang, Yuan Cheng, Wei Chu |
| 2021 | DATE | A Video-based Fall Detection Network by Spatio-temporal Joint-point Model on Edge Devices. | Ziyi Guan, Shuwei Li, Yuan Cheng, Changhai Man, Wei Mao, Ngai Wong, Hao Yu |
| 2021 | IGARSS | Unified Coordinate System Formation for Airborne Videosar Imaging: Toward a Complete Scheme. | Ying Zhang, Daiyin Zhu, Yulei Qian, Yuan Cheng, Xinhua Mao, Gong Zhang, Henry Leung |
| 2021 | Interspeech | AntVoice Neural Speaker Embedding System for FFSVC 2020. | Zhiming Wang, Furong Xu, Kaisheng Yao, Yuan Cheng, Tao Xiong, Huijia Zhu |
| 2021 | IGARSS | Soil Moisture Retrieval Using Stacked Generalization: An Ensemble Machine Learning Method. | Yuan Cheng, Yuxia Li, Huanping Wu, Fan Li, Yuzhen Li, Lei He |
| 2021 | IGARSS | A Vegetation Phenology Monitoring Methodology Based on Sichuan Province. | Fan Li, Yuxia Li, Yuan Cheng, Cunjie Zhang, Lei He |
| 2021 | MASS | ST-CFSFDP algorithm based on Euclidean distance constraint. | JunQiao Jiang, Yuan Cheng, Ao Li |
| 2021 | SIGIR | Looking at CTR Prediction Again: Is Attention All You Need? | Yuan Cheng, Yanbo Xue |
| 2021 | WACV | S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation. | Yuan Cheng, Yuchao Yang, Hai-Bao Chen, Ngai Wong, Hao Yu |
| 2020 | AAAI | Automatic Car Damage Assessment System: Reading and Understanding Videos as Professional Insurance Inspectors. | Wei Zhang, Yuan Cheng, Xin Guo, Qingpei Guo, Jian Wang, Qing Wang, Chen Jiang, Meng Wang, Furong Xu, Wei Chu |
| 2020 | DATE | An Anomaly Comprehension Neural Network for Surveillance Videos on Terminal Devices. | Yuan Cheng, Guangtai Huang, Peining Zhen, Bin Liu, Hai-Bao Chen, Ngai Wong, Hao Yu |
| 2020 | IRI | An Empirical Analysis on the Usability and Security of Passwords. | Kanwardeep Singh Walia, Shweta Shenoy, Yuan Cheng |
| 2020 | IGARSS | Reconstructing Modis Lst Products Over Tibetan Plateau based on Random Forest. | Yuan Cheng, Yuxia Li, Huanping Wu, Fan Li, Yuzhen Li, Lei He |
| 2020 | IGARSS | A Fuel Moisture Content Monitoring Methodology Based on Optical Remote Sensing. | Fan Li, Yuxia Li, Cunjie Zhang, Yuan Cheng, Yuzhen Li, Lei He |
| 2020 | LAK | Macro MOOC learning analytics: exploring trends across global and regional providers. | Jos A. Ruiprez-Valiente, Matt Jenner, Thomas Staubitz, Xitong Li, Tobias Rohloff, Sherif A. Halawa, Carlos Turro, Yuan Cheng, Jiayin Zhang, Ignacio M. Despujol, Justin Reich |
| 2020 | WWW | Metric Learning with Equidistant and Equidistributed Triplet-based Loss for Product Image Search. | Furong Xu, Wei Zhang, Yuan Cheng, Wei Chu |
| 2019 | ICCAD | DEEPEYE: A Deeply Tensor-Compressed Neural Network Hardware Accelerator: Invited Paper. | Yuan Cheng, Guangya Li, Ngai Wong, Hai-Bao Chen, Hao Yu |
| 2019 | IGARSS | Road Material Information Extraction Based on Multi-Feature Fusion of Remote Sensing Image. | Chao Yang, Yuxia Li, Bo Peng, Yuan Cheng, Ling Tong |
| 2019 | SIGMOD | An Online Semi-NMF Algorithm for Soft-Clustering of Financial Institutions. | Yuan Cheng, Shawn Mankad |
| 2018 | CSCWD | A Unified Conflict Prevention Framework for Feature-Based 3D Collaborative Designing Environment. | Yuan Cheng, Fazhi He, Xiao Lv, Weiwei Cai |
| 2017 | CSCWD | A transparent selective undo algorithm for collaborative editing. | Weiwei Cai, Fazhi He, Xiao Lv, Yuan Cheng |
| 2017 | ICCAD | Leveraging recovery effect to reduce electromigration degradation in power/ground TSV. | Shengcheng Wang, Zeyu Sun, Yuan Cheng, Sheldon X.-D. Tan, Mehdi Baradaran Tahoori |
| 2016 | CSCWD | An efficient collaborative editing algorithm supporting string-based operations. | Xiao Lv, Fazhi He, Weiwei Cai, Yuan Cheng |
| 2016 | SACMAT | Extended ReBAC Administrative Models with Cascading Revocation and Provenance Support. | Yuan Cheng, Khalid Zaman Bijon, Ravi S. Sandhu |
| 2015 | CAIP | Plane-Fitting Robust Registration for Complex 3D Models. | Yuan Cheng, Shudong Xie, Wee Kheng Leow, Kun Zhang |
| 2015 | CAIP | Performance Analysis of Active Shape Reconstruction of Fractured, Incomplete Skulls. | Kun Zhang, Wee Kheng Leow, Yuan Cheng |
| 2015 | ICTAI | Integrated Optic Disc and Cup Segmentation with Deep Learning. | Gilbert Lim, Yuan Cheng, Wynne Hsu, Mong-Li Lee |
| 2014 | DBSEC | Attribute-Aware Relationship-Based Access Control for Online Social Networks. | Yuan Cheng, Jaehong Park, Ravi S. Sandhu |
| 2013 | CAIP | Background Recovery by Fixed-Rank Robust Principal Component Analysis. | Wee Kheng Leow, Yuan Cheng, Li Zhang, Terence Sim, Lewis Foo |
| 2013 | CAIP | Dense Correspondence of Skull Models by Automatic Detection of Anatomical Landmarks. | Kun Zhang, Yuan Cheng, Wee Kheng Leow |
| 2013 | WWW | Preserving user privacy from third-party applications in online social networks. | Yuan Cheng, Jaehong Park, Ravi S. Sandhu |
| 2012 | CSCWD | A selective undo/redo method in 3D collaborative modeling environment. | Yuan Cheng, Xiantao Cai, Fazhi He, Dejun Zhang |
| 2012 | DBSEC | A User-to-User Relationship-Based Access Control Model for Online Social Networks. | Yuan Cheng, Jaehong Park, Ravi S. Sandhu |
| 2012 | WACV | Automatic identification of Frankfurt plane and mid-sagittal plane of skull. | Yuan Cheng, Wee Kheng Leow, Thiam Chye Lim |
| 2011 | TrustCom | A Novel Energy-Efficient Routing Algorithm in Multi-sink Wireless Sensor Networks. | Zhiwu Huang, Yuan Cheng, Weirong Liu |
| 2010 | CVPR | Correcting over-exposure in photographs. | Dong Guo, Yuan Cheng, Shaojie Zhuo, Terence Sim |
| 2010 | PADS | P-GAS: Parallelizing a Cycle-Accurate Event-Driven Many-Core Processor Simulator Using Parallel Discrete Event Simulation. | Huiwei Lv, Yuan Cheng, Lu Bai, Mingyu Chen, Dongrui Fan, Ninghui Sun |
| 2009 | CSCWD | An multiuser Undo/Redo method for replicated collaborative modeling systems. | Yuan Cheng, Fazhi He, Shuxu Jing, Zhiyong Huang |
| 2009 | WACV | Medical volume image summarization. | Feng Ding, Hao Li, Yuan Cheng, Wee Kheng Leow |
| 2008 | PRICAI | Low Resolution Gait Recognition with High Frequency Super Resolution. | Junping Zhang, Yuan Cheng, Changyou Chen |
| 2008 | WWW | Model bloggers' interests based on forgetting mechanism. | Yuan Cheng, Guang Qiu, Jiajun Bu, Kangmiao Liu, Ye Han, Can Wang, Chun Chen |