| 2026 | AAAI | Learning Compact Latent Space for Representing Neural Signed Distance Functions with High-fidelity Geometry Details. | Qiang Bai, Bojian Wu, Xi Yang, Zhizhong Han |
| 2026 | AAAI | StyleProto: Style-Augmented Prototype Learning for Cross-Domain Few-Shot Object Detection. | Xi Yang, Quantao Xie |
| 2026 | AAAI | Out-of-Context Misinformation Detection via Variational Domain-Invariant Learning with Test-Time Training. | Xi Yang, Han Zhang, Zhijian Lin, Yibiao Hu, Hong Han |
| 2026 | AAAI | TacpAgent: Enhancing Student Engagement in Classroom Exercises Through LLM-Generated Feedback. | Wanlu Zhang, Jia Zhu, Xi Yang, Weijie Shi, Yue Cui, Xinle Dai, Jiewen Sun |
| 2026 | ACL | GrandGuard: Taxonomy, Benchmark, and Safeguards for Elderly-Chatbot Interaction Safety. | Changxuan Fan, Xi Yang, Yueyuan Zheng, Bin Zhou, Yuanping Wang, Wenbin Hu, Huihao Jing, Ki Sen Hung, Dazhao Du, Haoran Li, Janet Hui-wen Hsiao, Yangqiu Song |
| 2026 | ACL | LaoBench: A Large-Scale Multidimensional Lao Benchmark for Large Language Models. | Jian Gao, Richeng Xuan, Zhaolu Kang, Dingshi Liao, Wenxin Huang, Zongmou Huang, Yangdi Xu, Bowen Qin, Zheqi He, Xi Yang, Changjin Li, Yonghua Lin |
| 2026 | ACL | Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries. | Ki Sen Hung, Xi Yang, Chang Liu, Haoran Li, Kejiang Chen, Changxuan Fan, Tsun On Kwok, Weiming Zhang, Xiaomeng Li, Yangqiu Song |
| 2026 | ACL | EmotionTalk: An Interactive Chinese Multimodal Emotion Dataset With Rich Annotations. | Haoqin Sun, Jinghua Zhao, Xuechen Wang, Shiwan Zhao, Jiaming Zhou, Hui Wang, Xi Yang, Yequan Wang, Yonghua Lin |
| 2026 | ACL | Specializing Large Models for Oracle Bone Script Interpretation via Component-Grounded Multimodal Knowledge Augmentation. | Jianing Zhang, Runan Li, Honglin Pang, Ding Xia, Zhou Zhu, Qian Zhang, Chuntao Li, Xi Yang |
| 2026 | HCI | Task-Dependent Gaze Interaction Patterns in Self-Narrative Interviews: An Experimental Study in Older Adults. | Shengming Zhang, Xi Yang, Xuetao Wei, Jiaxin Zhang |
| 2026 | WACV | Rethinking Real Image Editing: Unleashing Diverse Editing Operators via Multi-Objective Optimization. | Siyuan Wang, Xi Yang, Zihao Zhou, Huiru Shao, Rui Zhang, Qiufeng Wang, Guangliang Cheng, Kaizhu Huang |
| 2025 | AAAI | Dual Information Purification for Lightweight SAR Object Detection. | Xi Yang, Jiachen Sun, Songsong Duan, De Cheng |
| 2025 | AAAI | RoPaSS: Robust Watermarking for Partial Screen-Shooting Scenarios. | Zehua Ma, Han Fang, Xi Yang, Kejiang Chen, Weiming Zhang |
| 2025 | AAAI | Disentangling Tabular Data Towards Better One-Class Anomaly Detection. | Jianan Ye, Zhaorui Tan, Yijie Hu, Xi Yang, Guangliang Cheng, Kaizhu Huang |
| 2025 | AAAI | Optimizing Label Assignment for Weakly Supervised Person Search. | Haiyang Zhu, Xi Yang, Nannan Wang |
| 2025 | ACL | FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation. | Zheqi He, Yesheng Liu, Jing-Shu Zheng, Xuejing Li, Jin-Ge Yao, Bowen Qin, Richeng Xuan, Xi Yang |
| 2025 | ACL | FlagEval-Arena: A Side-by-Side Comparative Evaluation Platform for Large Language Models and Text-Driven AIGC. | Jing-Shu Zheng, Richeng Xuan, Bowen Qin, Zheqi He, Tong-Shuai Ren, Xuejing Li, Jin-Ge Yao, Xi Yang |
| 2025 | ACL | ChildMandarin: A Comprehensive Mandarin Speech Dataset for Young Children Aged 3-5. | Jiaming Zhou, Shiyao Wang, Shiwan Zhao, Jiabei He, Haoqin Sun, Hui Wang, Cheng Liu, Aobo Kong, Yujie Guo, Xi Yang, Yequan Wang, Yonghua Lin, Yong Qin |
| 2025 | AIED | A Generalized Apprenticeship Learning Framework for Capturing Evolving Student Pedagogical Strategies. | Md. Mirajul Islam, Xi Yang, Rajesh Debnath, Adittya Shoukarjya Saha, Min Chi |
| 2025 | ASPLOS | Rethinking Java Performance Analysis. | Stephen M. Blackburn, Zixian Cai, Rui Chen, Xi Yang, John Zhang, John N. Zigman |
| 2025 | CVPR | MLVU: Benchmarking Multi-task Long Video Understanding. | Junjie Zhou, Yan Shu, Bo Zhao, Boya Wu, Zhengyang Liang, Shitao Xiao, Minghao Qin, Xi Yang, Yongping Xiong, Bo Zhang, Tiejun Huang, Zheng Liu |
| 2025 | CVPR | Multi-Label Prototype Visual Spatial Search for Weakly Supervised Semantic Segmentation. | Songsong Duan, Xi Yang, Nannan Wang |
| 2025 | CVPR | LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model. | Xi Wang, Hongzhen Li, Heng Fang, Yichen Peng, Haoran Xie, Xi Yang, Chuntao Li |
| 2025 | CVPR | PO3AD: Predicting Point Offsets toward Better 3D Point Cloud Anomaly Detection. | Jianan Ye, Weiguang Zhao, Xi Yang, Guangliang Cheng, Kaizhu Huang |
| 2025 | ICASSP | A Self-Evolving Framework for Multi-Agent Medical Consultation Based on Large Language Models. | Kai Chen, Ji Qi, Jing Huo, Pinzhuo Tian, Fanyu Meng, Xi Yang, Yang Gao |
| 2025 | ICASSP | IdentityLock: An Identity-aware Backdoor strategy for Face Swapping Defense. | Zhitao Huang, Peipeng Yu, Zhihua Xia, Xi Yang, Run Lu |
| 2025 | ICASSP | Watermarking Datasets for LLM Fine-tuning. | Jing Qiu, Xi Yang, Shuai Li, Kejiang Chen, Weiming Zhang, Nenghai Yu |
| 2025 | ICCCN | A Glimpse of Emerging Networking and Distributed Computing Research via Experiments on the Fabric Testbed. | Kuang-Ching Wang, Paul Ruth, James Griffioen, Anita Nikolich, Inder Monga, Zongming Fei, Yongwook Song, Mami Hayashida, Pinyi Shi, Komal Thareja, Tom Lehman, Ezra Kissel, Yatish Kumar, Xi Yang, Ilya Baldin, Benjamin Formby, Acheme Acheme |
| 2025 | ICCV | 풟ℐℋ-CLIP: Unleashing the Diversity of Multi-Head Self-Attention for Training-Free Open-Vocabulary Semantic Segmentation. | Songsong Duan, Xi Yang, Nannan Wang |
| 2025 | ICCV | Dual Domain Control via Active Learning for Remote Sensing Domain Incremental Object Detection. | Jiachen Sun, De Cheng, Xi Yang, Nannan Wang |
| 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 | ICML | Surrogate Prompt Learning: Towards Efficient and Diverse Prompt Learning for Vision-Language Models. | Liangchen Liu, Nannan Wang, Xi Yang, Xinbo Gao, Tongliang Liu |
| 2025 | ICML | Clustering Properties of Self-Supervised Learning. | Xi Weng, Jianing An, Xudong Ma, Binhang Qi, Jie Luo, Xi Yang, Jin Song Dong, Lei Huang |
| 2025 | ICONIP | Stock Price Prediction with Attention-Based Framework by Integrating LLM-Generated Features. | Yining Sun, Penglei Gao, Yuyao Yan, Xi Yang |
| 2025 | ICONIP | Entropy-Guided Distillation for Medical Image Segmentation Under Missing Modalities. | Jinming Zhang, Yuyao Yan, Xi Yang, Kaizhu Huang |
| 2025 | ICONIP | A Novel Bi-environmental Intuitionistic Fuzzy C-Means Clustering Algorithm. | Yihao Zhang, Youpeng Yang, Hao Lan Zhang, Dongming Lu, Taoyu Wu, Xi Yang |
| 2025 | ISORC | FEDS: An Intuitive Model-Driven Middleware for Automated Orchestration and Resource Configuration Across Federated Testbeds. | Sanjana Das, Ruiqing Lan, Caroline Rinks, Aniruddha Gokhale, Abdelilah Essiari, Ezra Kissel, Xi Yang, Paul Ruth |
| 2025 | KDD | THEMES: An Offline Apprenticeship Learning Framework for Evolving Reward Functions. | Xi Yang, Md. Mirajul Islam, Ge Gao, Min Chi |
| 2025 | PRICAI | SED-SLAM: Enhancing Monocular SLAM Under Image Distortions via Spatially Equalized Deep Feature. | Longze Zhu, Li Yan, Hong Xie, Xi Yang, Xiaoteng Yang, Aoran Li |
| 2025 | VTC | Channel Recovery for Asymmetrical Uplink and Downlink Transceivers in Massive MIMO Systems with UPAs. | Dahong Du, Xi Yang, Ting Liu, Qing Xue |
| 2025 | VTC | Transformer-Based Beam Alignment for RIS-Aided mmWave Communication System. | Hao Xia, Qing Xue, Xi Yang, Li Yan, Meng Hua, Yongjun Xu, Qianbin Chen |
| 2025 | SC | SENSE in Practice: Quantifying the End-to-End Benefits of Intent-Based Bandwidth Reservation for Exascale Science Workflows. | Inder Monga, Mazahir Hussain, Justas Balcas, Aashay Arora, Diego Davila, Buseung Cho, Xi Yang, Cees de Laat |
| 2025 | SiggraphA | JoruriPuppet: Learning Tempo-Changing Mechanisms Beyond the Beat for Music-to-Motion Generation with Expressive Metrics. | Ran Dong, Shaowen Ni, Xi Yang |
| 2025 | SOSP | Robust LLM Training Infrastructure at ByteDance. | Borui Wan, Gaohong Liu, Zuquan Song, Jun Wang, Yun Zhang, Guangming Sheng, Shuguang Wang, Houmin Wei, Chenyuan Wang, Weiqiang Lou, Xi Yang, Mofan Zhang, Kaihua Jiang, Cheng Ren, Xiaoyun Zhi, Menghan Yu, Zhe Nan, Zhuolin Zheng, Baoquan Zhong, Qinlong Wang, Huan Yu, Jinxin Chi, Wang Zhang, Yuhan Li, Zixian Du, Sida Zhao, Yongqiang Zhang, Jingzhe Tang, Zherui Liu, Chuan Wu, Yanghua Peng, Haibin Lin, Wencong Xiao, Xin Liu, Liang Xiang |
| 2024 | AAAI | Get a Head Start: On-Demand Pedagogical Policy Selection in Intelligent Tutoring. | Ge Gao, Xi Yang, Min Chi |
| 2024 | AAAI | Unraveling Batch Normalization for Realistic Test-Time Adaptation. | Zixian Su, Jingwei Guo, Kai Yao, Xi Yang, Qiufeng Wang, Kaizhu Huang |
| 2024 | AAAI | Semantic-Aware Data Augmentation for Text-to-Image Synthesis. | Zhaorui Tan, Xi Yang, Kaizhu Huang |
| 2024 | AAAI | MuST: Robust Image Watermarking for Multi-Source Tracing. | Guanjie Wang, Zehua Ma, Chang Liu, Xi Yang, Han Fang, Weiming Zhang, Nenghai Yu |
| 2024 | AAAI | Optimizing IT FinOps and Sustainability through Unsupervised Workload Characterization. | Xi Yang, Rohan R. Arora, Saurabh Jha, Chandra Narayanaswami, Cheuk Lam, Jerrold Leichter, Yu Deng, Daby M. Sow |
| 2024 | AAAI | Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis. | Xingyilang Yin, Xi Yang, Liangchen Liu, Nannan Wang, Xinbo Gao |
| 2024 | CHI | CanvasPic: An Interactive Tool for Freely Generating Facial Images Based on Spatial Layout. | Jiafu Wei, Chia-Ming Chang, Xi Yang, Takeo Igarashi |
| 2024 | CVPR | Rethinking Multi-Domain Generalization with A General Learning Objective. | Zhaorui Tan, Xi Yang, Kaizhu Huang |
| 2024 | DAC | A RRAM-based High Energy-efficient Accelerator Supporting Multimodal Tasks for Virtual Reality Wearable Devices. | Xin Zhao, Zhicheng Hu, Zilong Guo, Haodong Fan, Xi Yang, Jing Zhou, Liang Chang |
| 2024 | ECCV | Pro2SAM: Mask Prompt to SAM with Grid Points for Weakly Supervised Object Localization. | Xi Yang, Songsong Duan, Nannan Wang, Xinbo Gao |
| 2024 | ECCV | Motion-Guided Latent Diffusion for Temporally Consistent Real-World Video Super-Resolution. | Xi Yang, Chenhang He, Jianqi Ma, Lei Zhang |
| 2024 | ECCV | PairingNet: A Learning-Based Pair-Searching and -Matching Network for Image Fragments. | Rixin Zhou, Ding Xia, Yi Zhang, Honglin Pang, Xi Yang, Chuntao Li |
| 2024 | EDM | A Generalized Apprenticeship Learning Framework for Modeling Heterogeneous Student Pedagogical Strategies. | Md. Mirajul Islam, Xi Yang, John Wesley Hostetter, Adittya Soukarjya Saha, Min Chi |
| 2024 | FM | Compositional Verification of Cryptographic Circuits Against Fault Injection Attacks. | Huiyu Tan, Xi Yang, Fu Song, Taolue Chen, Zhilin Wu |
| 2024 | HCI | Dynamic Labeling: A Control System for Labeling Styles in Image Annotation Tasks. | Chia-Ming Chang, Yi He, Xusheng Du, Xi Yang, Haoran Xie |
| 2024 | ICLR | On Trajectory Augmentations for Off-Policy Evaluation. | Ge Gao, Qitong Gao, Xi Yang, Song Ju, Miroslav Pajic, Min Chi |
| 2024 | ICONIP | Enhancing Semantic Segmentation in Open Compound Domain Adaptation Through Mixed Image and Epistemic Uncertainty. | Yiqun Ma, Wenrui Wang, Siyuan Wang, Xi Yang, Yuyao Yan |
| 2024 | ICPP | A Motion Trace Decomposition-based overset grid method for parallel CFD simulations with moving boundaries. | Ran Zhao, Chao Li, Xiaowei Guo, Sen Zhang, Xi Yang, Tao Tang, Canqun Yang |
| 2024 | IJCAI | CMMU: A Benchmark for Chinese Multi-modal Multi-type Question Understanding and Reasoning. | Zheqi He, Xinya Wu, Pengfei Zhou, Richeng Xuan, Guang Liu, Xi Yang, Qiannan Zhu, Hua Huang |
| 2024 | INFOCOM | FabFed: Tool-Based Network Federation for Testbed of Testbeds - Paradigm and Practice. | Xi Yang, Ezra Kissel, Abdelilah Essiari, Liang Zhang, Tom Lehman, Inder Monga, Paul Ruth, Komal Thareja, Ilya Baldin |
| 2024 | ISCAS | An Ultra-Low Power Time-Domain based SNN Processor for ECG Classification. | Haodong Fan, Liang Chang, Junlu Zhou, Xi Yang, Shuisheng Lin, Jun Zhou |
| 2024 | IUI | PDFChatAnnotator: A Human-LLM Collaborative Multi-Modal Data Annotation Tool for PDF-Format Catalogs. | Yi Tang, Chia-Ming Chang, Xi Yang |
| 2024 | IUI | SpaceEditing: A Latent Space Editing Interface for Integrating Human Knowledge into Deep Neural Networks. | Jiafu Wei, Ding Xia, Haoran Xie, Chia-Ming Chang, Chuntao Li, Xi Yang |
| 2024 | NDSS | Detecting Voice Cloning Attacks via Timbre Watermarking. | Chang Liu, Jie Zhang, Tianwei Zhang, Xi Yang, Weiming Zhang, Nenghai Yu |
| 2024 | VTC | Vision-aided Multi-user Beam Tracking for mmWave Massive MIMO System: Prototyping and Experimental Results. | Kehui Li, Binggui Zhou, Jiajia Guo, Xi Yang, Qing Xue, Feifei Gao, Shaodan Ma |
| 2024 | WACV | Rethinking Knowledge Distillation with Raw Features for Semantic Segmentation. | Tao Liu, Chenshu Chen, Xi Yang, Wenming Tan |
| 2024 | SiggraphA | DiffOBI: Diffusion-based Image Generation of Oracle Bone Inscription Style Characters. | Xiaoxuan Xie, Xusheng Du, Minhao Li, Xi Yang, Haoran Xie |
| 2024 | SecureComm | WtLDP: Generating Synthetic Decentralized Weighted Graphs with Local Differential Privacy. | Zhiming Hu, Yang Fan, Xi Yang, Guoqiang Zhang |
| 2023 | AAAI | Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image Segmentation. | Zixian Su, Kai Yao, Xi Yang, Kaizhu Huang, Qiufeng Wang, Jie Sun |
| 2023 | AAAI | Fault Injection Based Interventional Causal Learning for Distributed Applications. | Qing Wang, Jesus Rios, Saurabh Jha, Karthikeyan Shanmugam, Frank Bagehorn, Xi Yang, Robert Filepp, Naoki Abe, Larisa Shwartz |
| 2023 | AAAI | AutoStegaFont: Synthesizing Vector Fonts for Hiding Information in Documents. | Xi Yang, Jie Zhang, Han Fang, Chang Liu, Zehua Ma, Weiming Zhang, Nenghai Yu |
| 2023 | AAAI | MaskBooster: End-to-End Self-Training for Sparsely Supervised Instance Segmentation. | Shida Zheng, Chenshu Chen, Xi Yang, Wenming Tan |
| 2023 | CIKM | Explore Epistemic Uncertainty in Domain Adaptive Semantic Segmentation. | Kai Yao, Zixian Su, Xi Yang, Jie Sun, Kaizhu Huang |
| 2023 | CVPR | Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching Between Parts and Words. | Chuan Tang, Xi Yang, Bojian Wu, Zhizhong Han, Yi Chang |
| 2023 | CVPR | Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph. | Rixin Zhou, Jiafu Wei, Qian Zhang, Ruihua Qi, Xi Yang, Chuntao Li |
| 2023 | HCI | SGDraw: Scene Graph Drawing Interface Using Object-Oriented Representation. | Tianyu Zhang, Xusheng Du, Chia-Ming Chang, Xi Yang, Haoran Xie |
| 2023 | ICCV | A Benchmark for Chinese-English Scene Text Image Super-resolution. | Jianqi Ma, Zhetong Liang, Wangmeng Xiang, Xi Yang, Lei Zhang |
| 2023 | ICCV | Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization. | Weiguang Zhao, Yuyao Yan, Chaolong Yang, Jianan Ye, Xi Yang, Kaizhu Huang |
| 2023 | ICIP | Flow-Guided Deformable Attention Network for Fast Online Video Super-Resolution. | Xi Yang, Xindong Zhang, Lei Zhang |
| 2023 | ICONIP | PAG: Protecting Artworks from Personalizing Image Generative Models. | Zhaorui Tan, Siyuan Wang, Xi Yang, Kaizhu Huang |
| 2023 | ICONIP | Adversarial Example Detection with Latent Representation Dynamic Prototype. | Taowen Wang, Zhuang Qian, Xi Yang |
| 2023 | ICONIP | Towards Deeper and Better Multi-view Feature Fusion for 3D Semantic Segmentation. | Chaolong Yang, Yuyao Yan, Weiguang Zhao, Jianan Ye, Xi Yang, Amir Hussain, Bin Dong, Kaizhu Huang |
| 2023 | IJCAI | Hierarchical Apprenticeship Learning for Disease Progression Modeling. | Xi Yang, Ge Gao, Min Chi |
| 2023 | IUI | Efficient Human-in-the-loop System for Guiding DNNs Attention. | Yi He, Xi Yang, Chia-Ming Chang, Haoran Xie, Takeo Igarashi |
| 2023 | IVA | XAI to Increase the Effectiveness of an Intelligent Pedagogical Agent. | John Wesley Hostetter, Cristina Conati, Xi Yang, Mark Abdelshiheed, Tiffany Barnes, Min Chi |
| 2023 | SiggraphA | Learning multivariate empirical mode decomposition for spectral motion editing. | Ran Dong, Soichiro Ikuno, Xi Yang |
| 2022 | AAAI | Tracing Text Provenance via Context-Aware Lexical Substitution. | Xi Yang, Jie Zhang, Kejiang Chen, Weiming Zhang, Zehua Ma, Feng Wang, Nenghai Yu |
| 2022 | AIED | Mixing Backward- with Forward-Chaining for Metacognitive Skill Acquisition and Transfer. | Mark Abdelshiheed, John Wesley Hostetter, Xi Yang, Tiffany Barnes, Min Chi |
| 2022 | AIED | Student-Tutor Mixed-Initiative Decision-Making Supported by Deep Reinforcement Learning. | Song Ju, Xi Yang, Tiffany Barnes, Min Chi |
| 2022 | CVPR | A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large Shift. | Shi Guo, Xi Yang, Jianqi Ma, Gaofeng Ren, Lei Zhang |
| 2022 | CVPR | Towards Semi-Supervised Deep Facial Expression Recognition with An Adaptive Confidence Margin. | Hangyu Li, Nannan Wang, Xi Yang, Xiaoyu Wang, Xinbo Gao |
| 2022 | CW | A Drawing Support System for Sketching Aging Anime Faces. | Sicheng Li, Haoran Xie, Xi Yang, Chia-Ming Chang, Kazunori Miyata |
| 2022 | CW | Interactive Drawing Interface for Editing Scene Graph. | Tianyu Zhang, Xusheng Du, Chia-Ming Chang, Xi Yang, Haoran Xie |
| 2022 | ECCV | 3D Random Occlusion and Multi-layer Projection for Deep Multi-camera Pedestrian Localization. | Rui Qiu, Ming Xu, Yuyao Yan, Jeremy S. Smith, Xi Yang |
| 2022 | ECCV | Outpainting by Queries. | Kai Yao, Penglei Gao, Xi Yang, Jie Sun, Rui Zhang, Kaizhu Huang |
| 2022 | EMNLP | Explore Unsupervised Structures in Pretrained Models for Relation Extraction. | Xi Yang, Tao Ji, Yuanbin Wu |
| 2022 | EWSN | Towards Dynamic Crowd Mobility Learning and Meta Model Updates for A Smart Connected Campus. | Xi Yang, Suining He, Mahan Tabatabaie, Bing Wang |
| 2022 | ICCP | Tensorial tomographic differential phase-contrast microscopy. | Shiqi Xu, Xiang Dai, Xi Yang, Kevin C. Zhou, Kanghyun Kim, Vinayak Pathak, Carolyn Glass, Roarke Horstmeyer |
| 2022 | ICIP | Font Watermarking Network for Text Images. | Yinan Li, Weiming Zhang, Han Fang, Xi Yang, Zehua Ma, Nenghai Yu |
| 2022 | IJCAI | A Reinforcement Learning-Informed Pattern Mining Framework for Multivariate Time Series Classification. | Ge Gao, Qitong Gao, Xi Yang, Miroslav Pajic, Min Chi |
| 2022 | IJCAI | Fine-tuning Deep Neural Networks by Interactively Refining the 2D Latent Space of Ambiguous Images. | Jiafu Wei, Haoran Xie, Chia-Ming Chang, Xi Yang |
| 2022 | MICCAI | Data-Driven Multi-modal Partial Medical Image Preregistration by Template Space Patch Mapping. | Ding Xia, Xi Yang, Oliver van Kaick, Taichi Kin, Takeo Igarashi |
| 2022 | Networking | FABRIC Network Service Model. | Paul Ruth, Ilya Baldin, Komal Thareja, Tom Lehman, Xi Yang, Ezra Kissel |
| 2022 | SIGGRAPH | HiVideo: Hierarchical Browsing Interface for Educational Videos. | Jiahao Weng, Chao Zhang, Xi Yang, Haoran Xie |
| 2021 | AAAI | Training Binary Neural Network without Batch Normalization for Image Super-Resolution. | Xinrui Jiang, Nannan Wang, Jingwei Xin, Keyu Li, Xi Yang, Xinbo Gao |
| 2021 | AMIA | A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models. | Zehao Yu, Xi Yang, Chong Dang, Songzi Wu, Prakash Adekkanattu, Jyotishman Pathak, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu |
| 2021 | AMIA | Developing an Ontology for Social and Behavioral Determinants of Health. | Hansi Zhang, Xi Yang, Thomas J. George, William R. Hogan, Jiang Bian, Yonghui Wu |
| 2021 | AMIA | Data and Model Biases in Social Media Analyses: A Case Study of COVID-19 Tweets. | Yunpeng Zhao, Pengfei Yin, Yongqiu Li, Xing He, Jingcheng Du, Cui Tao, Yi Guo, Mattia Prosperi, Pierangelo Veltri, Xi Yang, Yonghui Wu, Jiang Bian |
| 2021 | CHI | Designing Conversational Agents: A Self-Determination Theory Approach. | Xi Yang, Marco Aurisicchio |
| 2021 | HCI | Multiple Physiological Indexes Analysis in Commercial Flight Tasks for Fatigue Evaluation. | Xi Yang, Zhen Wang, Shan Fu |
| 2021 | ICA3PP | Hybrid GA-SVR: An Effective Way to Predict Short-Term Traffic Flow. | Guanru Tan, Shiqiang Zheng, Boyu Huang, Zhihan Cui, Haowen Dou, Xi Yang, Teng Zhou |
| 2021 | ICCV | Syncretic Modality Collaborative Learning for Visible Infrared Person Re-Identification. | Ziyu Wei, Xi Yang, Nannan Wang, Xinbo Gao |
| 2021 | ICCV | Real-world Video Super-resolution: A Benchmark Dataset and A Decomposition based Learning Scheme. | Xi Yang, Wangmeng Xiang, Hui Zeng, Lei Zhang |
| 2021 | IJCAI | Multi-series Time-aware Sequence Partitioning for Disease Progression Modeling. | Xi Yang, Yuan Zhang, Min Chi |
| 2021 | MICCAI | Transfer Learning for KiTS21 Challenge. | Xi Yang, Jianpeng Zhang, Jing Zhang, Yong Xia |
| 2021 | SIGGRAPH | A Suggestive Interface for Designing Dance Formations. | Koki Endo, Seung-tak Noh, Kazutaka Nakashima, Xi Yang, Takeo Igarashi |
| 2021 | SiggraphA | Learning English to Chinese Character: Calligraphic Art Production based on Transformer. | Yifan Jin, Yi Zhang, Xi Yang |
| 2020 | AMIA | Developing and Validating a Computable Phenotype for the Identification of Transgender and Gender Nonconforming Individuals and Subgroups. | Yi Guo, Xing He, Tianchen Lyu, Hansi Zhang, Yonghui Wu, Xi Yang, Zhaoyi Chen, Merry J. Markham, Franois Modave, Mengjun Xie, William R. Hogan, Christopher A. Harle, Elizabeth Shenkman, Jiang Bian |
| 2020 | CVPR | IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning. | Xi Yang, Ding Xia, Taichi Kin, Takeo Igarashi |
| 2020 | EDM | Student Subtyping via EM-Inverse Reinforcement Learning. | Xi Yang, Guojing Zhou, Michelle Taub, Roger Azevedo, Min Chi |
| 2020 | GLOBECOM | Sparse Array of Sub-surface Aided Anti-blockage mmWave Communication Systems. | Weicong Chen, Xi Yang, Shi Jin, Pingping Xu |
| 2020 | MASS | Station Correlation Attention Learning for Data-driven Bike Sharing System Usage Prediction. | Xi Yang, Suining He, Huiqun Huang |
| 2020 | MMM | PRIME: Block-Wise Missingness Handling for Multi-modalities in Intelligent Tutoring Systems. | Xi Yang, Yeo-Jin Kim, Michelle Taub, Roger Azevedo, Min Chi |
| 2020 | SC | ROBIN (RuciO/BIgData Express/SENSE) A Next-Generation High-Performance Data Service Platform. | Wenji Wu, Liang Zhang, Qiming Lu, Phil DeMar, Robert Illingworth, Joe Mambretti, Se-Young Yu, Jim Hao Chen, Inder Monga, Xi Yang, Tom Lehman, Chin Guok, John MacAuley |
| 2020 | SiggraphA | Distorted Perspective for the Forward Camera Dolly. | Itsuki Orito, Xi Yang, Kazutaka Nakashima, Tsukasa Fukusato, Takeo Igarashi |
| 2019 | AMIA | Identifying Cancer Patients at Risk for Heart Failure Using Machine Learning Methods. | Xi Yang, Yan Gong, Nida Waheed, Keith March, Jiang Bian, William R. Hogan, Yonghui Wu |
| 2019 | CHI | Understanding Affective Experiences with Conversational Agents. | Xi Yang, Marco Aurisicchio, Weston L. Baxter |
| 2019 | CogSci | Big, Little, or Both? Exploring the Impact of Granularity on Learning for Students with Different Incoming Competence. | Guojing Zhou, Xi Yang, Min Chi |
| 2019 | CVPR | Directing DNNs Attention for Facial Attribution Classification using Gradient-weighted Class Activation Mapping. | Xi Yang, Bojian Wu, Issei Sato, Takeo Igarashi |
| 2019 | HPCC | Parallel Computing for Large-Scale Author Name Disambiguation in MEDLINE. | Anyao Tang, Chengkun Wu, Jie Liu, Wei Wang, Xi Yang, Yuting Xing |
| 2019 | ICDM | VSB-DVM: An End-to-End Bayesian Nonparametric Generalization of Deep Variational Mixture Model. | Xi Yang, Yuyao Yan, Kaizhu Huang, Rui Zhang |
| 2019 | IGARSS | T-SCNN: A Two-Stage Convolutional Neural Network for Space Target Recognition. | Tan Wu, Xi Yang, Bin Song, Nannan Wang, Xinbo Gao, Liyang Kuang, Xiaoting Nan, Yuwen Chen, Dong Yang |
| 2019 | IJCAI | ATTAIN: Attention-based Time-Aware LSTM Networks for Disease Progression Modeling. | Yuan Zhang, Xi Yang, Julie S. Ivy, Min Chi |
| 2019 | ISKE | Semantics and Structure Based Recommendation of Similar Legal Cases. | Ying Liu, Xudong Luo, Xi Yang |
| 2019 | ISKE | Criminal Conviction Classification Based on Multiple Learning Methods. | Xi Yang, Xudong Luo, Ying Liu |
| 2019 | PAKDD | Adaptively Transfer Category-Classifier for Handwritten Chinese Character Recognition. | Yongchun Zhu, Fuzhen Zhuang, Jingyuan Yang, Xi Yang, Qing He |
| 2019 | WCNC | Millimeter Wave Compressive Path Tracking with Carrier Frequency Offset. | Xi Yang, Wan-Ting Shih, Chao-Kai Wen, Xiao Li, Shi Jin |
| 2019 | SiggraphA | Computational Design and Fabrication of 3D Wire Bending Art. | Yinan Wang, Xi Yang, Tsukasa Fukusato, Takeo Igarashi |
| 2019 | UIC | Distributed Data Analytics Framework for Cluster Analysis of Parking Violation. | Nan Lin, Evan Liu, Fiorella Tenorio, Xi Yang, Diane Woodbridge |
| 2018 | AIED | Automatic Chinese Short Answer Grading with Deep Autoencoder. | Xi Yang, Yuwei Huang, Fuzhen Zhuang, Lishan Zhang, Shengquan Yu |
| 2018 | AMIA | Combine Factual Medical Knowledge and Distributed Word Representation to Improve Clinical Named Entity Recognition. | Yonghui Wu, Xi Yang, Jiang Bian, Yi Guo, Hua Xu, William R. Hogan |
| 2018 | CLUSTER | SciDP: Support HPC and Big Data Applications via Integrated Scientific Data Processing. | Kun Feng, Xian-He Sun, Xi Yang, Shujia Zhou |
| 2018 | HPDC | A Model Driven Intelligent Orchestration Approach to Service Automation in Large Distributed Infrastructures. | Xi Yang, Tom Lehman, Rajkumar Kettimuthu, Linda Winkler, Eun-Sung Jung |
| 2018 | ISCAS | Design of a 6 | Xi Yang, Hae-Seung Lee |
| 2018 | PAKDD | Automatic Chinese Reading Comprehension Grading by LSTM with Knowledge Adaptation. | Yuwei Huang, Xi Yang, Fuzhen Zhuang, Lishan Zhang, Shengquan Yu |
| 2018 | SMC | A Comparative Study of AGS and Non-AGS Backpacks on Relieving Fatigue of Neck and Back Muscles. | Xi Yang, Yu-he Li, Liang Guo, Xinyi Sui, Petto Pak-To Ng, Betty Wai-Fan Kwan |
| 2018 | SC | BigData Express: Toward Schedulable, Predictable, and High-Performance Data Transfer. | Qiming Lu, Liang Zhang, Sajith Sasidharan, Wenji Wu, Phil DeMar, Chin Guok, John Macauley, Inder Monga, Se-Young Yu, Jim Hao Chen, Joe Mambretti, Jin Kim, Seo-Young Noh, Xi Yang, Tom Lehman, Gary Liu |
| 2018 | SC | SDN for End-to-End Networked Science at the Exascale (SENSE). | Inder Monga, Chin Guok, John MacAuley, Alex Sim, Harvey B. Newman, Justas Balcas, Phil DeMar, Linda Winkler, Tom Lehman, Xi Yang |
| 2017 | AIED | Can Short Answers to Open Response Questions Be Auto-Graded Without a Grading Rubric? | Xi Yang, Lishan Zhang, Shengquan Yu |
| 2017 | APCC | TDD-based massive MIMO system with multi-antenna user equipments. | Xintong Lu, Xi Yang, Shi Jin, Chao-Kai Wen, Wen-Jun Lu |
| 2017 | ICONIP | Deep Mixtures of Factor Analyzers with Common Loadings: A Novel Deep Generative Approach to Clustering. | Xi Yang, Kaizhu Huang, Rui Zhang |
| 2017 | IDEAL | Predicting Learning Effect by Learner's Behavior in MOOCs. | Ye Tian, Yimin Wen, Xinhe Yi, Xi Yang, Yuqing Miao |
| 2017 | NPC | A Fast and Accurate Way for API Network Construction Based on Semantic Similarity and Community Detection. | Xi Yang, Jian Cao |
| 2016 | ICONIP | Learning Latent Features with Infinite Non-negative Binary Matrix Tri-factorization. | Xi Yang, Kaizhu Huang, Rui Zhang, Amir Hussain |
| 2016 | IGARSS | Ground moving target detection in MIMO-SAR system. | Dong Yang, Xi Yang, Xiaomin Tan, Hongxing Dang, Kai Wang |
| 2016 | ISCAS | Design of a 4th-order multi-stage feedforward operational amplifier for continuous-time bandpass delta sigma modulators. | Xi Yang, Hae-Seung Lee |
| 2016 | MICCAI | Functional Connectivity Network Fusion with Dynamic Thresholding for MCI Diagnosis. | Xi Yang, Yan Jin, Xiaobo Chen, Han Zhang, Gang Li, Dinggang Shen |
| 2016 | SC | Model Driven Advanced Hybrid Cloud Services for Big Data: Paradigm and Practice. | Xi Yang, Tom Lehman |
| 2016 | USENIX | Elfen Scheduling: Fine-Grain Principled Borrowing from Latency-Critical Workloads Using Simultaneous Multithreading. | Xi Yang, Stephen M. Blackburn, Kathryn S. McKinley |
| 2015 | CCGRID | YARNsim: Simulating Hadoop YARN. | Ning Liu, Xi Yang, Xian-He Sun, Jonathan Jenkins, Robert B. Ross |
| 2015 | CLUSTER | IOSIG+: On the Role of I/O Tracing and Analysis for Hadoop Systems. | Bo Feng, Xi Yang, Kun Feng, Yanlong Yin, Xian-He Sun |
| 2015 | CLUSTER | Overcoming Hadoop Scaling Limitations through Distributed Task Execution. | Ke Wang, Ning Liu, Iman Sadooghi, Xi Yang, Xiaobing Zhou, Tonglin Li, Michael Lang, Xian-He Sun, Ioan Raicu |
| 2015 | HiPC | IC-Data: Improving Compressed Data Processing in Hadoop. | Adnan Haider, Xi Yang, Ning Liu, Xian-He Sun, Shuibing He |
| 2015 | HiPC | Dominoes: Speculative Repair in Erasure-Coded Hadoop System. | Xi Yang, Chen Feng, Zhiwei Xu, Xian-He Sun |
| 2015 | ICPP | LCIndex: A Local and Clustering Index on Distributed Ordered Tables for Flexible Multi-dimensional Range Queries. | Chen Feng, Xi Yang, Fan Liang, Xian-He Sun, Zhiwei Xu |
| 2015 | IJCNN | Two-layer Mixture of Factor Analyzers with Joint Factor Loading. | Xi Yang, Kaizhu Huang, Rui Zhang, John Yannis Goulermas |
| 2015 | INFOCOM | Efficient broadcast on fragmented spectrum in cognitive radio networks. | Pei Huang, Chin-Jung Liu, Xi Yang, Li Xiao |
| 2015 | ISCA | Computer performance microscopy with Shim. | Xi Yang, Stephen M. Blackburn, Kathryn S. McKinley |
| 2015 | ICTAI | An Environment Visual Awareness Approach in Cognitive Model ABGP. | Gang Ma, Xi Yang, Bo Zhang, Baoyuan Qi, Zhongzhi Shi |
| 2015 | ISNN | A Fully Complex-Valued Neural Network for Rapid Solution of Complex-Valued Systems of Linear Equations. | Lin Xiao, Weiwei Meng, Rongbo Lu, Xi Yang, Bolin Liao, Lei Ding |
| 2015 | WWW | Scalable Parallel EM Algorithms for Latent Dirichlet Allocation in Multi-Core Systems. | Xiaosheng Liu, Jia Zeng, Xi Yang, Jianfeng Yan, Qiang Yang |
| 2015 | SC | A multi-domain SDN for dynamic layer-2 path service. | Scott Tepsuporn, Fatma Alali, Malathi Veeraraghavan, Xiang Ji, Brian Cashman, Andrew J. Ragusa, Luke Fowler, Chin Guok, Tom Lehman, Xi Yang |
| 2014 | CloudCom | Data-Aware Resource Scheduling for Multicloud Workflows: A Fine-Grained Simulation Approach. | Wei Tang, Jonathan Jenkins, Folker Meyer, Robert B. Ross, Rajkumar Kettimuthu, Linda Winkler, Xi Yang, Thomas Lehman, Narayan Desai |
| 2014 | CLUSTER | SCALER: Scalable parallel file write in HDFS. | Xi Yang, Yanlong Yin, Hui Jin, Xian-He Sun |
| 2014 | CSCW | Achieve: evaluating the impact of progress logging and social feedback on goal achievement. | Zachary Porges, Xi Yang, Apurva Desai, Catherine Ho, Ruwan Pallegedara, Raisa Razzaque, Dan Cosley |
| 2014 | ICONIP | Unsupervised Dimensionality Reduction for Gaussian Mixture Model. | Xi Yang, Kaizhu Huang, Rui Zhang |
| 2014 | IJCNN | Cognitive memory systems in consciousness and memory model. | Zhongzhi Shi, Xiaofeng Wang, Xi Yang |
| 2013 | ICNP | Dynamic channel bonding in multicarrier wireless networks. | Pei Huang, Xi Yang, Li Xiao |
| 2013 | INFOCOM | WiFi-BA: Choosing arbitration over backoff in high speed multicarrier wireless networks. | Pei Huang, Xi Yang, Li Xiao |
| 2013 | MOBIHOC | Adaptive channel bonding in multicarrier wireless networks. | Pei Huang, Xi Yang, Li Xiao |
| 2013 | OOPSLA | Taking off the gloves with reference counting Immix. | Rifat Shahriyar, Stephen M. Blackburn, Xi Yang, Kathryn S. McKinley |
| 2012 | ICDCS | ADAPT: Availability-Aware MapReduce Data Placement for Non-dedicated Distributed Computing. | Hui Jin, Xi Yang, Xian-He Sun, Ioan Raicu |
| 2012 | WCNC | Relay based cooperative spectrum sensing in distributed cognitive radio networks. | Shengliang Peng, Shuli Shu, Xi Yang, Xiuying Cao |
| 2011 | ASPLOS | Looking back on the language and hardware revolutions: measured power, performance, and scaling. | Hadi Esmaeilzadeh, Ting Cao, Xi Yang, Stephen M. Blackburn, Kathryn S. McKinley |
| 2011 | OOPSLA | Why nothing matters: the impact of zeroing. | Xi Yang, Stephen M. Blackburn, Daniel Frampton, Jennifer B. Sartor, Kathryn S. McKinley |
| 2010 | GLOBECOM | Minimizing Detection Time While Guaranteeing Desired Detection Accuracy in Cooperative Primary User Detection. | Shengliang Peng, Xi Yang, Shuli Shu, Lan Tang, Xiuying Cao |
| 2010 | ICMLC | Principal component analysis of nucleosome DNA conformational data. | Xi Yang, Hong Yan |
| 2010 | VTC | Localization by Hybrid TOA, AOA and DSF Estimation in NLOS Environments. | Yaqin Xie, Yan Wang, Bo Wu, Xi Yang, Pengcheng Zhu, Xiaohu You |
| 2008 | IGARSS | Study of Impact of Urbanization on Phenology using Multisource Satellite Data. | Hong Xu, Xi Yang, Qingxu Huang, Weihua Fang, Peijun Shi |
| 2007 | ICASSP | N-Best Tokenization in a GMM-SVM Language Identification System. | Xi Yang, Man-Hung Siu |
| 2007 | IGARSS | Validation of MODIS land surface temperature product as a drought indicator in China. | Xi Yang, Jianjun Wu, Peijun Shi, Hong Xia |
| 2007 | Interspeech | Boosting with anti-models for automatic language identification. | Xi Yang, Man-Hung Siu, Herbert Gish, Brian Mak |
| 2006 | Broadnets | The DRAGON Project and Application Specific Topologies. | Fiona Leung, Jaroslav Flidr, Chris Tracy, Xi Yang, Tom Lehman, Bijan Jabbari, Don Riley, Jerry Sobieski |
| 2006 | INFOCOM | Dynamic Lightpath Scheduling in Next-Generation WDM Optical Networks. | Lu Shen, Ajay Kumar Todimala, Byrav Ramamurthy, Xi Yang |
| 2006 | INFOCOM | Policy-Based Resource Management and Service Provisioning in GMPLS Networks. | Xi Yang, Tom Lehman, Chris Tracy, Jerry Sobieski, Shujia Gong, Payam Torab, Bijan Jabbari |
| 2006 | INFOCOM | GMPLS-Based Dynamic Provisioning and Traffic Engineering of High-Capacity Ethernet Circuits in Hybrid Optical/Packet Networks. | Xi Yang, Chris Tracy, Jerry Sobieski, Tom Lehman |
| 2006 | Interspeech | Improved language identification using support vector machines for language modeling. | Xi Yang, Lu-Feng Zhai, Man-Hung Siu, Herbert Gish |
| 2006 | ISCC | On Cooperative Inter-Domain Path Computation. | Payam Torab, Bijan Jabbari, Qian Xu, Shujia Gong, Xi Yang, Tom Lehman, Chris Tracy, Jerry Sobieski |
| 2005 | IKE | Using Agent Towards Environment Awareness. | Zhifang Liao, Xiaoping Fan, Xi Yang |
| 2004 | Broadnets | A Load-Balancing Spare Capacity Reallocation Approach in Service-Rich SONET Metro Mesh Networks. | Lu Shen, Xi Yang, Byrav Ramamurthy |
| 2003 | GLOBECOM | Inter-domain dynamic routing in multi-layer optical transport networks. | Xi Yang, Byrav Ramamurthy |
| 2002 | ICCCN | An analytical model for virtual topology reconfiguration in optical networks and a case study. | Xi Yang, Byrav Ramamurthy |
| 2001 | GLOBECOM | Translucent optical WDM networks for the next-generation backbone networks. | Byrav Ramamurthy, Srinath Yaragorla, Xi Yang |