| 2026 | ACL | G-HiRel: Enhancing the Adaption to Knowledge Updating for Large Language Model Reasoning. | Yudai Pan, Jiajie Hong, Tianzhe Zhao, Lingyun Song, Lingling Zhang, Yixin Chen, Xuequn Shang |
| 2026 | CHI | The Engagement-Prolonging Designs Teens Encounter on Very Large Online Platforms. | Yixin Chen, Yue Fu, Zeya Chen, Jenny S. Radesky, Alexis Hiniker |
| 2026 | CHI | Empathy Practices in Social Media Discourse: A Multidimensional and Relational Perspective. | Yixin Chen, Bernie Hogan, Scott A. Hale |
| 2026 | CHI | Decoupling of Usefulness and Novelty: Evaluating the Impact of Generative AI on Design Outputs and Novice Designers' Creative Thinking. | Yue Fu, Tony Zhou, Bin Han, Marx Wang, Yixin Chen, Zelia Gomes Da Costa Lai, Rock Yuren Pang, Katharina Reinecke, Jacob O. Wobbrock, Alexis Hiniker |
| 2026 | HCI | Research on AR Science Popularization Design for Children's Study Tours Based on Experiential Learning: A Case Study of Tianshui Orchard. | Yixin Chen, Yuan Gao |
| 2026 | ICDE | Graph2Region: Efficient Graph Similarity Learning With Structure and Scale Restoration (Extended Abstract). | Zhouyang Liu, Yixin Chen, Ning Liu, Jiezhong He, Dongsheng Li |
| 2026 | ICDE | Hierarchy-Aware Neural Subgraph Matching with Enhanced Similarity Measure (Extended Abstract). | Zhouyang Liu, Ning Liu, Yixin Chen, Jiezhong He, Menghan Jia, Dongsheng Li |
| 2026 | ICDE | Rethinking Flexible Graph Similarity Computation: One-Step Alignment with Global Guidance. | Zhouyang Liu, Ning Liu, Yixin Chen, Jiezhong He, Shuai Ma, Dongsheng Li |
| 2025 | AAAI | Large Language Model Meets Graph Neural Network in Knowledge Distillation. | Shengxiang Hu, Guobing Zou, Song Yang, Shiyi Lin, Yanglan Gan, Bofeng Zhang, Yixin Chen |
| 2025 | CVPR | Dynamic Motion Blending for Versatile Motion Editing. | Nan Jiang, Hongjie Li, Ziye Yuan, Zimo He, Yixin Chen, Tengyu Liu, Yixin Zhu, Siyuan Huang |
| 2025 | CVPR | MOVIS: Enhancing Multi-Object Novel View Synthesis for Indoor Scenes. | Ruijie Lu, Yixin Chen, Junfeng Ni, Baoxiong Jia, Yu Liu, Diwen Wan, Gang Zeng, Siyuan Huang |
| 2025 | CVPR | Decompositional Neural Scene Reconstruction with Generative Diffusion Prior. | Junfeng Ni, Yu Liu, Ruijie Lu, Zirui Zhou, Song-Chun Zhu, Yixin Chen, Siyuan Huang |
| 2025 | CVPR | METASCENES: Towards Automated Replica Creation for Real-world 3D Scans. | Huangyue Yu, Baoxiong Jia, Yixin Chen, Yandan Yang, Puhao Li, Rongpeng Su, Jiaxin Li, Qing Li, Wei Liang, Song-Chun Zhu, Tengyu Liu, Siyuan Huang |
| 2025 | CVPR | InteractAnything: Zero-shot Human Object Interaction Synthesis via LLM Feedback and Object Affordance Parsing. | Jinlu Zhang, Yixin Chen, Zan Wang, Jie Yang, Yizhou Wang, Siyuan Huang |
| 2025 | ICCV | TACO: Taming Diffusion for In-the-Wild Video Amodal Completion. | Ruijie Lu, Yixin Chen, Yu Liu, Jiaxiang Tang, Junfeng Ni, Diwen Wan, Gang Zeng, Siyuan Huang |
| 2025 | ICCV | GWM: Towards Scalable Gaussian World Models for Robotic Manipulation. | Guanxing Lu, Baoxiong Jia, Puhao Li, Yixin Chen, Ziwei Wang, Yansong Tang, Siyuan Huang |
| 2025 | ICCV | Trace3D: Consistent Segmentation Lifting via Gaussian Instance Tracing. | Hongyu Shen, Junfeng Ni, Yixin Chen, Weishuo Li, Mingtao Pei, Siyuan Huang |
| 2025 | ICCV | ASGS: Single-Domain Generalizable Open-Set Object Detection via Adaptive Subgraph Searching. | Yuxuan Yuan, Luyao Tang, Yixin Chen, Chaoqi Chen, Yue Huang, Xinghao Ding |
| 2025 | ICCV | Move to Understand a 3D Scene: Bridging Visual Grounding and Exploration for Efficient and Versatile Embodied Navigation. | Ziyu Zhu, Xilin Wang, Yixuan Li, Zhuofan Zhang, Xiaojian Ma, Yixin Chen, Baoxiong Jia, Wei Liang, Qian Yu, Zhidong Deng, Siyuan Huang, Qing Li |
| 2025 | ICLR | Learning system dynamics without forgetting. | Xikun Zhang, Dongjin Song, Yushan Jiang, Yixin Chen, Dacheng Tao |
| 2025 | ICLR | GOFA: A Generative One-For-All Model for Joint Graph Language Modeling. | Lecheng Kong, Jiarui Feng, Hao Liu, Chengsong Huang, Jiaxin Huang, Yixin Chen, Muhan Zhang |
| 2025 | ICML | Breaking Barriers: Combinatorial Algorithms for Non-Monotone Submodular Maximization with Sublinear Adaptivity and 1/e Approximation. | Yixin Chen, Wenjing Chen, Alan Kuhnle |
| 2025 | ICRA | SYNERGAI: Perception Alignment for Human-Robot Collaboration. | Yixin Chen, Guoxi Zhang, Yaowei Zhang, Hongming Xu, Peiyuan Zhi, Qing Li, Siyuan Huang |
| 2025 | MASS | Federated Learning for Edge WiFi Sensing: Improving Few-Shot Learning Across Various Classifications. | Jianchao Song, Usman Shuaibu Musa, Yixin Chen, Papa Pene, Yifan Guo, Wei Yu |
| 2025 | WWW | GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning. | Heming Zhang, Di Huang, Yixin Chen, Fuhai Li |
| 2025 | SiggraphA | Generating Objects with Part-Articulation from a Single Image. | Ruijie Lu, Yu Liu, Jiaxiang Tang, Junfeng Ni, Yuxiang Wang, Diwen Wan, Gang Zeng, Yixin Chen, Siyuan Huang |
| 2024 | ACL | CaMML: Context-Aware Multimodal Learner for Large Models. | Yixin Chen, Shuai Zhang, Boran Han, Tong He, Bo Li |
| 2024 | CVPR | Scaling Up Dynamic Human-Scene Interaction Modeling. | Nan Jiang, Zhiyuan Zhang, Hongjie Li, Xiaoxuan Ma, Zan Wang, Yixin Chen, Tengyu Liu, Yixin Zhu, Siyuan Huang |
| 2024 | CVPR | DuST: Dual Swin Transformer for Multi-modal Video and Time-Series Modeling. | Liang Shi, Yixin Chen, Meimei Liu, Feng Guo |
| 2024 | CVPR | Move as you Say, Interact as you can: Language-Guided Human Motion Generation with Scene Affordance. | Zan Wang, Yixin Chen, Baoxiong Jia, Puhao Li, Jinlu Zhang, Jingze Zhang, Tengyu Liu, Yixin Zhu, Wei Liang, Siyuan Huang |
| 2024 | CVPR | Sheared Backpropagation for Fine-Tuning Foundation Models. | Zhiyuan Yu, Li Shen, Liang Ding, Xinmei Tian, Yixin Chen, Dacheng Tao |
| 2024 | ECCV | SceneVerse: Scaling 3D Vision-Language Learning for Grounded Scene Understanding. | Baoxiong Jia, Yixin Chen, Huangyue Yu, Yan Wang, Xuesong Niu, Tengyu Liu, Qing Li, Siyuan Huang |
| 2024 | ECCV | SlotLifter: Slot-Guided Feature Lifting for Learning Object-Centric Radiance Fields. | Yu Liu, Baoxiong Jia, Yixin Chen, Siyuan Huang |
| 2024 | ECCV | Unifying 3D Vision-Language Understanding via Promptable Queries. | Ziyu Zhu, Zhuofan Zhang, Xiaojian Ma, Xuesong Niu, Yixin Chen, Baoxiong Jia, Zhidong Deng, Siyuan Huang, Qing Li |
| 2024 | ICLR | One For All: Towards Training One Graph Model For All Classification Tasks. | Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang |
| 2024 | ICLR | Rethinking the Power of Graph Canonization in Graph Representation Learning with Stability. | Zehao Dong, Muhan Zhang, Philip R. O. Payne, Michael A. Province, Carlos Cruchaga, Tianyu Zhao, Fuhai Li, Yixin Chen |
| 2024 | ICLR | Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages. | Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao |
| 2024 | ICLR | Parameter-Efficient Multi-Task Model Fusion with Partial Linearization. | Anke Tang, Li Shen, Yong Luo, Yibing Zhan, Han Hu, Bo Du, Yixin Chen, Dacheng Tao |
| 2024 | ICWSM | "I Am 30F and Need Advice!": A Mixed-Method Analysis of the Effects of Advice-Seekers' Self-Disclosure on Received Replies. | Yixin Chen, Scott Hale, Bernie Hogan |
| 2024 | IGARSS | Change Dino: A Unified Transformer-Based Framework For Object-Level Change Detection and Segmentation in Remote Sensing Imagery. | Yixin Chen, Ruiqian Zhang, Xiaogang Ning, Hanchao Zhang, You He, Yuxing Xie, Jiaming Wang |
| 2024 | KDD | Topology-aware Embedding Memory for Continual Learning on Expanding Networks. | Xikun Zhang, Dongjin Song, Yixin Chen, Dacheng Tao |
| 2024 | MICCAI | LUCIDA: Low-Dose Universal-Tissue CT Image Domain Adaptation for Medical Segmentation. | Yixin Chen, Xiangxi Meng, Yan Wang, Shuang Zeng, Xi Liu, Zhaoheng Xie |
| 2024 | RECOMB | scMulan: A Multitask Generative Pre-Trained Language Model for Single-Cell Analysis. | Haiyang Bian, Yixin Chen, Xiaomin Dong, Chen Li, Minsheng Hao, Sijie Chen, Jinyi Hu, Maosong Sun, Lei Wei, Xuegong Zhang |
| 2024 | SIGGRAPH | Fluid Control with Laplacian Eigenfunctions. | Yixin Chen, David I. W. Levin, Timothy R. Langlois |
| 2024 | WWW | Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks. | Hao Liu, Jiarui Feng, Lecheng Kong, Dacheng Tao, Yixin Chen, Muhan Zhang |
| 2024 | SiggraphA | Autonomous Character-Scene Interaction Synthesis from Text Instruction. | Nan Jiang, Zimo He, Zi Wang, Hongjie Li, Yixin Chen, Siyuan Huang, Yixin Zhu |
| 2023 | AAAI | DASH: A Distributed and Parallelizable Algorithm for Size-Constrained Submodular Maximization. | Tonmoy Dey, Yixin Chen, Alan Kuhnle |
| 2023 | AAAI | Learning Context-Aware Classifier for Semantic Segmentation. | Zhuotao Tian, Jiequan Cui, Li Jiang, Xiaojuan Qi, Xin Lai, Yixin Chen, Shu Liu, Jiaya Jia |
| 2023 | CHI | "I Am a Mirror Dweller": Probing the Unique Strategies Users Take to Communicate in the Context of Mirrors in Social Virtual Reality. | Kexue Fu, Yixin Chen, Jiaxun Cao, Xin Tong, Ray LC |
| 2023 | CVPR | Detecting Human-Object Contact in Images. | Yixin Chen, Sai Kumar Dwivedi, Michael J. Black, Dimitrios Tzionas |
| 2023 | ICCD | GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis. | Chenfeng Zhao, Zehao Dong, Yixin Chen, Xuan Zhang, Roger D. Chamberlain |
| 2023 | ICCV | Full-Body Articulated Human-Object Interaction. | Nan Jiang, Tengyu Liu, Zhexuan Cao, Jieming Cui, Zhiyuan Zhang, Yixin Chen, He Wang, Yixin Zhu, Siyuan Huang |
| 2023 | ICCV | 3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment. | Ziyu Zhu, Xiaojian Ma, Yixin Chen, Zhidong Deng, Siyuan Huang, Qing Li |
| 2023 | ICLR | CktGNN: Circuit Graph Neural Network for Electronic Design Automation. | Zehao Dong, Weidong Cao, Muhan Zhang, Dacheng Tao, Yixin Chen, Xuan Zhang |
| 2023 | IJCAI | Improving Heterogeneous Model Reuse by Density Estimation. | Anke Tang, Yong Luo, Han Hu, Fengxiang He, Kehua Su, Bo Du, Yixin Chen, Dacheng Tao |
| 2023 | ICWS | MVGCL: Multi-View Graph Contrastive Learning for Service Recommendation. | Guobing Zou, Shiyi Lin, Shengxiang Hu, Yanglan Gan, Bofeng Zhang, Yixin Chen |
| 2023 | KDD | Approximation Algorithms for Size-Constrained Non-Monotone Submodular Maximization in Deterministic Linear Time. | Yixin Chen, Alan Kuhnle |
| 2023 | WWW | TMMDA: A New Token Mixup Multimodal Data Augmentation for Multimodal Sentiment Analysis. | Xianbing Zhao, Yixin Chen, Sicen Liu, Xuan Zang, Yang Xiang, Buzhou Tang |
| 2022 | APNOMS | VAE-TCN hybrid model for KPI Anomaly Detection. | Bo Wu, Qian Xu, Zhenjie Yao, Yanhui Tu, Yixin Chen |
| 2022 | CogSci | Test-retest reliability of task-based measures of voluntary persistence. | Yixin Chen, Daniel Fulford, Joseph T. McGuire |
| 2022 | ICASSP | MAG+: An Extended Multimodal Adaptation Gate for Multimodal Sentiment Analysis. | Xianbing Zhao, Yixin Chen, Wanting Li, Lei Gao, Buzhou Tang |
| 2022 | ICML | PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs. | Zehao Dong, Muhan Zhang, Fuhai Li, Yixin Chen |
| 2022 | ICSOC | Temporal-Aware QoS Prediction via Dynamic Graph Neural Collaborative Learning. | Shengxiang Hu, Guobing Zou, Bofeng Zhang, Shaogang Wu, Shiyi Lin, Yanglan Gan, Yixin Chen |
| 2022 | ICTAI | A Dilated Transformer Network for Time Series Anomaly Detection. | Bo Wu, Zhenjie Yao, Yanhui Tu, Yixin Chen |
| 2021 | CHI | Exploring Commenting Behavior in the COVID-19 Super-Topic on Weibo. | Yixin Chen, Ke-Rou Wang, Weikai Xu, Yun Huang |
| 2021 | CHI | Social Support is Contagious: Exploring the Effect of Social Support in Online Mental Health Communities. | Yixin Chen, Yang Xu |
| 2021 | ICASSP | Top-Down Attention in End-to-End Spoken Language Understanding. | Yixin Chen, Weiyi Lu, Alejandro Mottini, Li Erran Li, Jasha Droppo, Zheng Du, Belinda Zeng |
| 2021 | ICCV | YouRefIt: Embodied Reference Understanding with Language and Gesture. | Yixin Chen, Qing Li, Deqian Kong, Yik Lun Kei, Song-Chun Zhu, Tao Gao, Yixin Zhu, Siyuan Huang |
| 2021 | ICCV | Deep Structured Instance Graph for Distilling Object Detectors. | Yixin Chen, Pengguang Chen, Shu Liu, Liwei Wang, Jiaya Jia |
| 2021 | IJCNN | Employer-Employee Network for Conversational Recommendation. | Zijing Yang, Xin Lin, Linlin Wang, Liang He, Yixin Chen, Zhaohui Yang |
| 2021 | IJCNN | Internet Traffic Forecasting using Temporal-Topological Graph Convolutional Networks. | Zhenjie Yao, Qian Xu, Yongrui Chen, Yanhui Tu, He Zhang, Yixin Chen |
| 2020 | AMIA | Postoperative Mortality Prediction with and Without the Use of Intraoperative Features. | Mohamed Abdelhack, Christopher Ryan King, Bradley A. Fritz, Sandhya Tripathi, Yixin Chen, Michael Avidan |
| 2020 | CVPR | DEPARA: Deep Attribution Graph for Deep Knowledge Transferability. | Jie Song, Yixin Chen, Jingwen Ye, Xinchao Wang, Chengchao Shen, Feng Mao, Mingli Song |
| 2020 | ECCV | LEMMA: A Multi-view Dataset for LEarning Multi-agent Multi-task Activities. | Baoxiong Jia, Yixin Chen, Siyuan Huang, Yixin Zhu, Song-Chun Zhu |
| 2020 | ICLR | Inductive Matrix Completion Based on Graph Neural Networks. | Muhan Zhang, Yixin Chen |
| 2020 | ICML | Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning. | Qing Li, Siyuan Huang, Yining Hong, Yixin Chen, Ying Nian Wu, Song-Chun Zhu |
| 2020 | ICONIP | Attention-Based Multi-component LSTM for Internet Traffic Prediction. | Qian Xu, Zhenjie Yao, Yanhui Tu, Yixin Chen |
| 2020 | INFOCOM | ReLoca: Optimize Resource Allocation for Data-parallel Jobs using Deep Learning. | Zhiyao Hu, Dongsheng Li, Dongxiang Zhang, Yixin Chen |
| 2020 | IWQoS | Tag Pollution Detection in Web Videos via Cross-Modal Relevance Estimation. | Yixin Chen, Xinye Lin, Keshi Ge, Wenbo He, Dongsheng Li |
| 2020 | KDD | Hierarchical Attention Propagation for Healthcare Representation Learning. | Muhan Zhang, Christopher Ryan King, Michael Avidan, Yixin Chen |
| 2020 | QRS | A Lightweight Fault Localization Approach based on XGBoost. | Bo Yang, Yuze He, Huai Liu, Yixin Chen, Zhi Jin |
| 2019 | AMIA | A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room. | Zhicheng Cui, Bradley A. Fritz, Christopher Ryan King, Michael Avidan, Yixin Chen |
| 2019 | CICLING | EAGLE: An Enhanced Attention-Based Strategy by Generating Answers from Learning Questions to a Remote Sensing Image. | Yeyang Zhou, Yixin Chen, Yimin Chen, Shunlong Ye, Mingxin Guo, Ziqi Sha, Heyu Wei, Yanhui Gu, Junsheng Zhou, Weiguang Qu |
| 2019 | ICASSP | Vehicle Pose Estimation Using Mask Matching. | Qingnan Li, Ruimin Hu, Yu Chen, Yixin Chen |
| 2019 | ICCV | Holistic++ Scene Understanding: Single-View 3D Holistic Scene Parsing and Human Pose Estimation With Human-Object Interaction and Physical Commonsense. | Yixin Chen, Siyuan Huang, Tao Yuan, Yixin Zhu, Siyuan Qi, Song-Chun Zhu |
| 2019 | ICCV | Deep Learning for Seeing Through Window With Raindrops. | Yuhui Quan, Shijie Deng, Yixin Chen, Hui Ji |
| 2018 | AAAI | Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space. | Muhan Zhang, Zhicheng Cui, Shali Jiang, Yixin Chen |
| 2018 | AAAI | An End-to-End Deep Learning Architecture for Graph Classification. | Muhan Zhang, Zhicheng Cui, Marion Neumann, Yixin Chen |
| 2018 | ACSSC | An Energy Harvesting Wireless Leadless Multisite Pacemaker Prototype. | Yujun Chen, Yoseph Maguire, Cody Tapscott, Chris Chivetta, Yixin Chen, Behnaam Aazhang, Joseph R. Cavallaro, Mehdi Razavi |
| 2018 | CHI | ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection. | Ke Xu, Shunan Guo, Nan Cao, David Gotz, Aiwen Xu, Huamin Qu, Zhenjie Yao, Yixin Chen |
| 2018 | CVPR | Inferring Shared Attention in Social Scene Videos. | Lifeng Fan, Yixin Chen, Ping Wei, Wenguan Wang, Song-Chun Zhu |
| 2018 | IJCNN | Pareto cascade modeling of diffusion networks. | Christopher Ma, Xin Dang, Yixin Chen, Dawn Wilkins |
| 2017 | FUSION | Atrial fibrillation detection by multi-scale convolutional neural networks. | Zhenjie Yao, Zhiyong Zhu, Yixin Chen |
| 2017 | GLOBECOM | FADM: DDoS Flooding Attack Detection and Mitigation System in Software-Defined Networking. | Dingwen Hu, Peilin Hong, Yixin Chen |
| 2017 | IJCNN | Label confidence based AdaBoost algorithm. | Zhe Luo, Xin Dang, Yixin Chen |
| 2017 | KDD | Weisfeiler-Lehman Neural Machine for Link Prediction. | Muhan Zhang, Yixin Chen |
| 2016 | INFOCOM | CompoundEyes: Near-duplicate detection in large scale online video systems in the cloud. | Yixin Chen, Wenbo He, Yu Hua, Wen Wang |
| 2016 | INFOCOM | Cupid: Congestion-free consistent data plane update in software defined networks. | Wen Wang, Wenbo He, Jinshu Su, Yixin Chen |
| 2016 | IDEAL | Enhancing State Space Search for Planning by Monte-Carlo Random Walk Exploration. | Qiang Lu, You Xu, Yixin Chen, Ruoyun Huang, Ling Chen |
| 2016 | KDD | Compressing Convolutional Neural Networks in the Frequency Domain. | Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen |
| 2015 | AAAI | A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing. | Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen |
| 2015 | AISTATS | Filtered Search for Submodular Maximization with Controllable Approximation Bounds. | Wenlin Chen, Yixin Chen, Kilian Q. Weinberger |
| 2015 | AMIA | Mortality Prediction in ICUs Using A Novel Time-Slicing Cox Regression Method. | Yuan Wang, Wenlin Chen, Kevin M. Heard, Marin Kollef, Thomas C. Bailey, Zhicheng Cui, Yujie He, Chenyang Lu, Yixin Chen |
| 2015 | ICML | Compressing Neural Networks with the Hashing Trick. | Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen |
| 2015 | KDD | Optimal Action Extraction for Random Forests and Boosted Trees. | Zhicheng Cui, Wenlin Chen, Yujie He, Yixin Chen |
| 2015 | WSC | The object-oriented discrete event simulation modeling: a case study on aircraft spare part management. | Haobin Li, Yinchao Zhu, Yixin Chen, Giulia Pedrielli, Nugroho Artadi Pujowidianto |
| 2015 | RTSS | Schedulability Analysis under Graph Routing in WirelessHART Networks. | Abusayeed Saifullah, Dolvara Gunatilaka, Paras Babu Tiwari, Mo Sha, Chenyang Lu, Bo Li, Chengjie Wu, Yixin Chen |
| 2014 | AAAI | Feature-Cost Sensitive Learning with Submodular Trees of Classifiers. | Matt J. Kusner, Wenlin Chen, Quan Zhou, Zhixiang Eddie Xu, Kilian Q. Weinberger, Yixin Chen |
| 2014 | ICDCS | Thermal Modeling for a HVAC Controlled Real-Life Auditorium. | Yong Fu, Mo Sha, Chengjie Wu, Andrew Kutta, Anna Leavey, Chenyang Lu, Humberto Gonzlez, Weining Wang, Bill Drake, Yixin Chen, Pratim Biswas |
| 2014 | INFOCOM | Detecting collusive cheating in online shopping systems through characteristics of social networks. | Jianwei Niu, Lei Wang, Yixin Chen, Wenbo He |
| 2014 | IWQoS | Analysis of EDF scheduling for Wireless Sensor-Actuator Networks. | Chengjie Wu, Mo Sha, Dolvara Gunatilaka, Abusayeed Saifullah, Chenyang Lu, Yixin Chen |
| 2014 | KDD | Fast flux discriminant for large-scale sparse nonlinear classification. | Wenlin Chen, Yixin Chen, Kilian Q. Weinberger |
| 2013 | AAAI | Goal-Oriented Euclidean Heuristics with Manifold Learning. | Wenlin Chen, Yixin Chen, Kilian Q. Weinberger, Qiang Lu, Xiaoping Chen |
| 2013 | AAAI | Utilizing Landmarks in Euclidean Heuristics for Optimal Planning. | Qiang Lu, Wenlin Chen, Yixin Chen, Kilian Q. Weinberger, Xiaoping Chen |
| 2013 | AMIA | Augmenting a Clinical Deterioration Alert with a Manual Clinical Assessment of Illness Severity. | Kevin M. Heard, Marin Kollef, Yixin Chen, Scott T. Micek, Nelda K. Martin, Gina N. LaRossa, Nathan R. Martin, Thomas C. Bailey |
| 2013 | ICDM | Kernel Density Metric Learning. | Yujie He, Wenlin Chen, Yixin Chen, Yi Mao |
| 2013 | ICML | Maximum Variance Correction with Application to A* Search. | Wenlin Chen, Kilian Q. Weinberger, Yixin Chen |
| 2013 | KDD | Density-based logistic regression. | Wenlin Chen, Yixin Chen, Yi Mao, Baolong Guo |
| 2013 | PPoPP | Decomposition techniques for optimal design-space exploration of streaming applications. | Shobana Padmanabhan, Yixin Chen, Roger D. Chamberlain |
| 2012 | AAAI | Towards Automated Choreographing of Web Services Using Planning. | Guobing Zou, Yixin Chen, You Xu, Ruoyun Huang, Yang Xiang |
| 2012 | ICMLA | An Efficient Algorithm for top-k Queries on Uncertain Data Streams. | Caiyan Dai, Ling Chen, Yixin Chen, Keming Tang |
| 2012 | ICPADS | Convexity in Non-convex Optimizations of Streaming Applications. | Shobana Padmanabhan, Yixin Chen, Roger D. Chamberlain |
| 2012 | INFOCOM | Submodular game for distributed application allocation in shared sensor networks. | Chengjie Wu, You Xu, Yixin Chen, Chenyang Lu |
| 2012 | KDD | An integrated data mining approach to real-time clinical monitoring and deterioration warning. | Yi Mao, Wenlin Chen, Yixin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey |
| 2012 | RTAS | Near Optimal Rate Selection for Wireless Control Systems. | Abusayeed Saifullah, Chengjie Wu, Paras Babu Tiwari, You Xu, Yong Fu, Chenyang Lu, Yixin Chen |
| 2011 | CIKM | Improving context-aware query classification via adaptive self-training. | Minmin Chen, Jian-Tao Sun, Xiaochuan Ni, Yixin Chen |
| 2011 | CloudCom | Can Cloud Computing Be Used for Planning? An Initial Study. | Qiang Lu, You Xu, Ruoyun Huang, Yixin Chen, Guoliang Chen |
| 2011 | ECRTS | Priority Assignment for Real-Time Flows in WirelessHART Networks. | Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen |
| 2011 | ICDCS | Towards Optimal Sensor Placement for Hot Server Detection in Data Centers. | Xiaodong Wang, Xiaorui Wang, Guoliang Xing, Jinzhu Chen, Cheng-Xian Lin, Yixin Chen |
| 2011 | ICDM | Medical Data Mining for Early Deterioration Warning in General Hospital Wards. | Yi Mao, Yixin Chen, Gregory Hackmann, Minmin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey |
| 2011 | ICML | Automatic Feature Decomposition for Single View Co-training. | Minmin Chen, Kilian Q. Weinberger, Yixin Chen |
| 2011 | RTAS | End-to-End Delay Analysis for Fixed Priority Scheduling in WirelessHART Networks. | Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen |
| 2010 | AAAI | A Novel Transition Based Encoding Scheme for Planning as Satisfiability. | Ruoyun Huang, Yixin Chen, Weixiong Zhang |
| 2010 | MOBIHOC | Near optimal multi-application allocation in shared sensor networks. | You Xu, Abusayeed Saifullah, Yixin Chen, Chenyang Lu, Sangeeta Bhattacharya |
| 2010 | RTSS | Real-Time Scheduling for WirelessHART Networks. | Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen |
| 2009 | ICMLA | Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis Risk. | Todd W. Schiller, Yixin Chen, Issam El-Naqa, Joseph O. Deasy |
| 2009 | IJCAI | Stratified Planning. | Yixin Chen, You Xu, Guohui Yao |
| 2009 | IJCAI | Completeness and Optimality Preserving Reduction for Planning. | Yixin Chen, Guohui Yao |
| 2009 | ICTAI | Gradient-Based Feature Selection for Conditional Random Fields and its Applications in Computational Genetics. | Minmin Chen, Yixin Chen, Michael R. Brent, Aaron E. Tenney |
| 2009 | KDD | Constrained optimization for validation-guided conditional random field learning. | Minmin Chen, Yixin Chen, Michael R. Brent, Aaron E. Tenney |
| 2009 | SEKE | Clustering of Defect Reports Using Graph Partitioning Algorithms. | Vasile Rus, Xiaofei Nan, Sajjan G. Shiva, Yixin Chen |
| 2008 | AAAI | CRF-OPT: An Efficient High-Quality Conditional Random Field Solver. | Minmin Chen, Yixin Chen, Michael R. Brent |
| 2008 | AAAI | Fast Planning by Search in Domain Transition Graph. | Yixin Chen, Ruoyun Huang, Weixiong Zhang |
| 2008 | GRC | Convergence of Ant Colony Optimization on First-order Deceptive Systems. | Yixin Chen, Haiying Sun |
| 2008 | ICTAI | Dominance of Bayesian Networks and Efficient Learning of Generalized Latent Class Models. | Yixin Chen, Dong Hua, Fang Liu |
| 2008 | RTSS | Fast Sensor Placement Algorithms for Fusion-Based Target Detection. | Zhaohui Yuan, Rui Tan, Guoliang Xing, Chenyang Lu, Yixin Chen, Jianping Wang |
| 2007 | ICA3PP | PHC: A Rapid Parallel Hierarchical Cubing Algorithm on High Dimensional OLAP. | Kongfa Hu, Ling Chen, Yixin Chen |
| 2007 | ICDM | Depth-Based Novelty Detection and Its Application to Taxonomic Research. | Yixin Chen, Henry L. Bart Jr., Xin Dang, Hanxiang Peng |
| 2007 | IJCAI | Long-Distance Mutual Exclusion for Propositional Planning. | Yixin Chen, Zhao Xing, Weixiong Zhang |
| 2007 | IJCAI | Constraint Partitioning for Solving Planning Problems with Trajectory Constraints and Goal Preferences. | Chih-Wei Hsu, Benjamin W. Wah, Ruoyun Huang, Yixin Chen |
| 2007 | KDD | Density-based clustering for real-time stream data. | Yixin Chen, Li Tu |
| 2006 | AINA | Partitioned optimization algorithms for multiple sequence alignment. | Yixin Chen, Yi Pan, Juan Chen, Wei Liu, Ling Chen |
| 2006 | CPAIOR | An Efficient Hybrid Strategy for Temporal Planning. | Zhao Xing, Yixin Chen, Weixiong Zhang |
| 2006 | GRC | Parallel ant colony algorithm for mining classification rules. | Yixin Chen, Ling Chen, Li Tu |
| 2006 | GRC | An improved ant colony algorithm with biological characteristics. | Ling Qin, Yixin Chen, Ling Chen, Yan Wu |
| 2006 | ICCS | Multiple Sequence Alignment by Ant Colony Optimization and Divide-and-Conquer. | Yixin Chen, Yi Pan, Juan Chen, Wei Liu, Ling Chen |
| 2006 | ISAIM | Solving Constrained Nonlinear Optimization Problems Through Constraint Partitioning. | Yixin Chen |
| 2006 | ICTAI | Constrained Global Optimization by Constraint Partitioning and Simulated Annealing. | Benjamin W. Wah, Yixin Chen, Andrew Wan |
| 2006 | ICTAI | Motif Discovery as a Multiple-Instance Problem. | Ya Zhang, Yixin Chen, Xiang Ji |
| 2006 | ISNN | A New Optimization Algorithm Based on Ant Colony System with Density Control Strategy. | Ling Qin, Yixin Chen, Ling Chen, Yuan Yao |
| 2005 | CP | Solving Large-Scale Nonlinear Programming Problems by Constraint Partitioning. | Benjamin W. Wah, Yixin Chen |
| 2005 | CVPR | A Sparse Support Vector Machine Approach to Region-Based Image Categorization. | Jinbo Bi, Yixin Chen, James Ze Wang |
| 2005 | ICDM | A Computational Framework for Taxonomic Research: Diagnosing Body Shape within Fish Species Complexes. | Yixin Chen, Henry L. Bart Jr., Shuqing Huang, Huimin Chen |
| 2005 | ICIP | Statistical categorization of human histological images. | Dehua Zhao, Yixin Chen, Nelson Correa |
| 2005 | ICMLC | An Ant Clustering Method for a Dynamic Database. | Ling Chen, Li Tu, Yixin Chen |
| 2005 | ICTAI | Subgoal Ordering and Granularity Control for Incremental Planning. | Chih-Wei Hsu, Yixin Chen |
| 2004 | CIBCB | A | Xiao-hua Xu, Ling Chen, Yixin Chen |
| 2003 | ICTAI | Partitioning of Temporal Planning Problems in Mixed Space Using the Theory of Extended Saddle Points. | Benjamin W. Wah, Yixin Chen |
| 2003 | PAKDD | Step-by-Step Regression: A More Efficient Alternative for Polynomial Multiple Linear Regression in Stream Cube. | Chao Liu, Ming Zhang, Minrui Zheng, Yixin Chen |
| 2002 | ICRA | Estimating Symmetric, Positive Definite Matrices in Robotic Control. | Yixin Chen, John E. McInroy |
| 2002 | ICTAI | Calculus of Variations in Discrete Space for Constrained Nonlinear Dynamic Optimization. | Yixin Chen, Benjamin W. Wah |
| 2002 | VLDB | Multi-Dimensional Regression Analysis of Time-Series Data Streams. | Yixin Chen, Guozhu Dong, Jiawei Han, Benjamin W. Wah, Jianyong Wang |
| 2001 | CEC | Hybrid constrained simulated annealing and genetic algorithms for nonlinear constrained optimization. | Benjamin W. Wah, Yixin Chen |
| 2000 | ICRA | Identification and Decoupling Control of Flexure Jointed Hexapods. | Yixin Chen, John E. McInroy |
| 1999 | IJCNN | Efficient algorithm for training neural networks with one hidden layer. | Bogdan M. Wilamowski, Yixin Chen, Aleksander Malinowski |