| 2026 | AAAI | Skill Path: Unveiling Language Skills from Circuit Graphs. | Hang Chen, Xinyu Yang, Jiaying Zhu, Wenya Wang |
| 2026 | AAAI | Fair Domain Generalization: An Information-Theoretic View. | Tangzheng Lian, Guanyu Hu, Dimitrios Kollias, Xinyu Yang, Oya eliktutan |
| 2026 | AAAI | RetouchAgent: Towards Interactive and Explainable Image Retouching with MLLM Agents. | Shuo Zhang, Xinyu Yang |
| 2026 | ACL | Polymorphic Universal Transformer. | Yilong Chen, Zitian Gao, Yihao Xiao, Jason Klein Liu, Xinyu Yang, Yifan Luo, Haoming Luo, Zhengmao Ye, Tingwen Liu, Ran Tao, Bryan Dai |
| 2026 | ACL | MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution. | Jianwen Chen, Xinyu Yang, Peng Xia, Arian Azarang, Yueh Z. Lee, Gang Li, Hongtu Zhu, Yun Li, Beidi Chen, Huaxiu Yao |
| 2026 | ACL | When "Correct" Is Not Safe: Can We Trust Functionally Correct Patches Generated by Code Agents? | Yibo Peng, James Song, Lei Li, Xinyu Yang, Mihai Christodorescu, Ravi Mangal, Corina S. Pasareanu, Haizhong Zheng, Beidi Chen |
| 2026 | ACL | GLARE: Agentic Reasoning for Legal Judgment Prediction. | Xinyu Yang, Chenlong Deng, Zhicheng Dou |
| 2026 | ACL | MemWeaver: Weaving Hybrid Memories for Traceable Long-Horizon Agentic Reasoning. | Juexiang Ye, Xue Li, Xinyu Yang, Chengkai Huang, Lanshun Nie, Lina Yao, Dechen Zhan |
| 2026 | PPoPP | Accelerating Sparse Transformer Inference on GPU. | Wenhao Dai, Haodong Deng, Mengfei Rong, Xinyu Yang, Hongyu Liu, Fangxin Liu, Hailong Yang, Qianwen Cao, Qingxiao Sun |
| 2026 | SIGIR | Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation. | Chenghao Zhang, Guanting Dong, Xinyu Yang, Zhicheng Dou |
| 2026 | WACV | From Cognitive Priors to Instance Semantics: A Unified Framework for Multi-task Affective Computing. | Guanyu Hu, Dimitrios Kollias, Xinyu Yang |
| 2026 | SIGCOMM | TurboBus: Pooling PCIe Bandwidth for LLM Workloads via Scale-Up Fabrics. | Xinyu Yang, Kaiqiang Xu, Kai Chen |
| 2025 | AAAI | Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales. | Xinyu Yang, Yu Sun, Xinyang Chen, Ying Zhang, Xiaojie Yuan |
| 2025 | ACL | Quantifying Semantic Emergence in Language Models. | Hang Chen, Xinyu Yang, Jiaying Zhu, Wenya Wang |
| 2025 | ACL | Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT. | Daiying Zhao, Xinyu Yang, Hang Chen |
| 2025 | CloudCom | Flow-Aware Dynamic Fusion for Video Inpainting Detection. | Wenze Zheng, Xinyu Yang, Xia Li, Yuanman Li |
| 2025 | HCI | Building Beyond Blocks: User-Centered Innovations in LEGO Design for Unleashing Creativity and Play. | Mengyuan Chen, Xipan Li, Yuqi Wang, Yuxin Jiang, Huiwen Li, Wei Liu, Mingze Sun, Liwei Wang, Xinpeng Wang, Jialin Wei, Xinyu Yang, Yinan Yang, Ziwei Yang, Xiangyi Zhu, Jing Ma, Mengzhen Xiao, Taiyu Huang, Jingpeng Jia, Ruonan Huang, Wei Liu |
| 2025 | ICDE | Collaborative Imputation for Multivariate Time Series with Convergence Guarantee. | Yu Sun, Xinyu Yang, Shaoxu Song, Ying Zhang, Xiaojie Yuan |
| 2025 | ICLR | APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding. | Xinyu Yang, Tianqi Chen, Beidi Chen |
| 2025 | ICLR | Zeroth-Order Fine-Tuning of LLMs with Transferable Static Sparsity. | Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu, Xinyu Yang, Yide Ran, Jacob R. Gardner, Osbert Bastani, Christopher De Sa, Xiaodong Yu, Beidi Chen, Zhaozhuo Xu |
| 2025 | IJCAI | SepALM: Audio Language Models Are Error Correctors for Robust Speech Separation. | Zhaoxi Mu, Xinyu Yang, Gang Wang |
| 2025 | IJCNN | PBFE-DAN:Personal Biological Feature Enhanced Domain Adaptation Network for Cross-Session Brainprint Recognition. | Xinyu Yang, Xuanyu Jin, Wanzeng Kong |
| 2025 | INFOCOM | A Generic and Efficient Communication Framework for Message-Level In-Network Computing. | Xinchen Wan, Luyang Li, Han Tian, Xudong Liao, Xinyang Huang, Chaoliang Zeng, Zilong Wang, Xinyu Yang, Ke Cheng, Qingsong Ning, Guyue Liu, Layong Luo, Kai Chen |
| 2025 | ICRA | FlatFusion: Delving Into Details of Sparse Transformer-Based Camera-LiDAR Fusion for Autonomous Driving. | Yutao Zhu, Xiaosong Jia, Xinyu Yang, Junchi Yan |
| 2025 | ISCC | SV-NPR: an Open-Set RF Fingerprint Identification Framework Based on Siamese Network. | Yutong Li, Yanli Liu, Junbo Su, Xinyu Yang, Xiaoqiang Di, Pei Xiao, Hui Qi |
| 2025 | MICRO | LLM.265: Video Codecs are Secretly Tensor Codecs. | Ceyu Xu, Yongji Wu, Xinyu Yang, Beidi Chen, Matthew Lentz, Danyang Zhuo, Lisa Wu Wills |
| 2025 | MMM | Small Tunes Transformer: Exploring Macro and Micro-level Hierarchies for Skeleton-Conditioned Melody Generation. | Yishan Lv, Jing Luo, Boyuan Ju, Xinyu Yang |
| 2025 | SMC | Exploring Classical Piano Performance Generation with Expressive Music Variational AutoEncoder. | Jing Luo, Xinyu Yang, Jie Wei |
| 2025 | SMC | HCETrack: Visual Tracking with Historical Context Information and Feature Enhancement. | Xinyu Yang, Man Xu, Zizhu Fan |
| 2025 | WWW | FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research. | Jiajie Jin, Yutao Zhu, Zhicheng Dou, Guanting Dong, Xinyu Yang, Chenghao Zhang, Tong Zhao, Zhao Yang, Ji-Rong Wen |
| 2025 | SIGCOMM | Coflow Scheduling for LLM Training. | Xinchen Wan, Xinyu Yang, Kaiqiang Xu, Xudong Liao, Yilun Jin, Yijun Sun, Zhenghang Ren, Han Tian, Kai Chen |
| 2024 | AAAI | MusER: Musical Element-Based Regularization for Generating Symbolic Music with Emotion. | Shulei Ji, Xinyu Yang |
| 2024 | AAAI | Self-Supervised Disentangled Representation Learning for Robust Target Speech Extraction. | Zhaoxi Mu, Xinyu Yang, Sining Sun, Qing Yang |
| 2024 | DASFAA | Acceleration-Guided Diffusion Model for Multivariate Time Series Imputation. | Xinyu Yang, Yu Sun, Shaoxu Song, Xiaojie Yuan, Xinyang Chen |
| 2024 | ECCV | Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation. | Xinyu Yang, Hossein Rahmani, Sue Black, Bryan M. Williams |
| 2024 | ICASSP | Knowledge-Aware Prompt Learning Framework for Korean-Chinese Microblog Sentiment Analysis. | Xinyu Yang, Hengxuan Wang, Huiling Jin, Zhenguo Zhang, Xiaojie Yuan |
| 2024 | ICASSP | Online Mouse Behavior Detection by Historical Dependency and Typical Instances. | Xinyu Yang, Feixiang Zhou, Huiyu Zhou |
| 2024 | ICIP | Clip-Based Composition-Aware Image Cropping. | Shuo Zhang, Xinyu Yang, Xiwen Bai, Yu Li |
| 2024 | ICLR | Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on HuggingFace. | Xinyu Yang, Weixin Liang, James Zou |
| 2024 | ICLR | Improving Domain Generalization with Domain Relations. | Huaxiu Yao, Xinyu Yang, Xinyi Pan, Shengchao Liu, Pang Wei Koh, Chelsea Finn |
| 2024 | ICML | Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference. | Harry Dong, Xinyu Yang, Zhenyu Zhang, Zhangyang Wang, Yuejie Chi, Beidi Chen |
| 2024 | ICPP | Jigsaw: Accelerating SpMM with Vector Sparsity on Sparse Tensor Core. | Kaige Zhang, Xiaoyan Liu, Hailong Yang, Tianyu Feng, Xinyu Yang, Yi Liu, Zhongzhi Luan, Depei Qian |
| 2024 | IJCAI | Separate in the Speech Chain: Cross-Modal Conditional Audio-Visual Target Speech Extraction. | Zhaoxi Mu, Xinyu Yang |
| 2024 | MOBICOM | Predicting community case transfer path and processing time using decoder models. | Yiwen Liu, Dongdong Zhang, Xinyu Yang, Yuanbo Tang, Yang Chen, Qingmin Liao, Yang Li |
| 2024 | SC | Moirae: Generating High-Performance Composite Stencil Programs with Global Optimizations. | Xiaoyan Liu, Xinyu Yang, Kejie Ma, Shanghao Liu, Kaige Zhang, Hailong Yang, Yi Liu, Zhongzhi Luan, Depei Qian |
| 2023 | CIKM | MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation. | Zekun Cai, Renhe Jiang, Xinyu Yang, Zhaonan Wang, Diansheng Guo, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki |
| 2023 | CVPR | FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer. | Zhijian Liu, Xinyu Yang, Haotian Tang, Shang Yang, Song Han |
| 2023 | EMNLP | How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning. | Hang Chen, Xinyu Yang, Jing Luo, Wenjing Zhu |
| 2023 | ICASSP | A Multi-Stage Triple-Path Method For Speech Separation in Noisy and Reverberant Environments. | Zhaoxi Mu, Xinyu Yang, Xiangyuan Yang, Wenjing Zhu |
| 2023 | ICASSP | Multi-Dimensional and Multi-Scale Modeling for Speech Separation Optimized by Discriminative Learning. | Zhaoxi Mu, Xinyu Yang, Wenjing Zhu |
| 2023 | ICASSP | Multi-Scale Receptive Field Graph Model for Emotion Recognition in Conversations. | Jie Wei, Guanyu Hu, Luu Anh Tuan, Xinyu Yang, Wenjing Zhu |
| 2023 | ICASSP | Conditional LS-GAN Based Skylight Polarization Image Restoration and Application in Meridian Localization. | Tian Yang, Hongbo Bo, Xinyu Yang, Jun Gao, Zijian Shi |
| 2023 | ICIP | Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation. | Chengxi Zeng, Xinyu Yang, David Smithard, Majid Mirmehdi, Alberto M. Gambaruto, Tilo Burghardt |
| 2023 | ICML | Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations. | Weixin Liang, Yining Mao, Yongchan Kwon, Xinyu Yang, James Zou |
| 2023 | ICRA | BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation. | Zhijian Liu, Haotian Tang, Alexander Amini, Xinyu Yang, Huizi Mao, Daniela L. Rus, Song Han |
| 2023 | IROS | Object-Oriented Option Framework for Robotics Manipulation in Clutter. | Jing-Cheng Pang, Si-Hang Yang, Xiong-Hui Chen, Xinyu Yang, Yang Yu, Mas Ma, Ziqi Guo, Howard Yang, Bill Huang |
| 2023 | LAK | When the Tutor Becomes the Student: Design and Evaluation of Efficient Scenario-based Lessons for Tutors. | Danielle Thomas, Xinyu Yang, Shivang Gupta, Adetunji Adeniran, Elizabeth A. McLaughlin, Kenneth R. Koedinger |
| 2023 | RAID | PrivMon: A Stream-Based System for Real-Time Privacy Attack Detection for Machine Learning Models. | Myeongseob Ko, Xinyu Yang, Zhengjie Ji, Hoang Anh Just, Peng Gao, Anoop Kumar, Ruoxi Jia |
| 2023 | SMC | Emotion-Conditioned Melody Harmonization with Hierarchical Variational Autoencoder. | Shulei Ji, Xinyu Yang |
| 2023 | WCNC | MDUcast: Multi-Device Uplink Uncoded Video Transmission in Internet of Video Things. | Qiaojia Lu, Hancheng Lu, Xinyu Yang, Feihong Chen |
| 2022 | AVI | Bridging Virtual and Reality in Mobile Augmented Reality Applications to Promote Immersive Experience. | Qingfeng Wu, Yixian Li, Yingying She, Fang Liu, Yan Luo, Xinyu Yang |
| 2022 | GLOBECOM | Joint Grouping and Offloading in NOMA-Assisted Multi-MEC IoVT Systems. | Xinyu Yang, Hancheng Lu, Fengqian Guo, Yazheng Wang, Chani Kong, Qiaojia Lu |
| 2022 | ICMV | Video-TransUNet: temporally blended vision transformer for CT VFSS instance segmentation. | Chengxi Zeng, Xinyu Yang, Majid Mirmehdi, Alberto M. Gambaruto, Tilo Burghardt |
| 2022 | IJCAI | Mixed Strategies for Security Games with General Defending Requirements. | Rufan Bai, Haoxing Lin, Xinyu Yang, Xiaowei Wu, Minming Li, Weijia Jia |
| 2022 | Interspeech | ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition. | Zi Huang, Shulei Ji, Zhilan Hu, Chuangjian Cai, Jing Luo, Xinyu Yang |
| 2022 | Interspeech | Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition. | Jie Wei, Guanyu Hu, Xinyu Yang, Anh Tuan Luu, Yizhuo Dong |
| 2022 | KDD | Variational Inference for Training Graph Neural Networks in Low-Data Regime through Joint Structure-Label Estimation. | Danning Lao, Xinyu Yang, Qitian Wu, Junchi Yan |
| 2022 | UIC | Technology for embedded GPU virtualization in the edge computing environment. | Xinyu Yang, Xin Wang, Lei Yan, Suzhi Cao |
| 2021 | AAAI | Defending against Contagious Attacks on a Network with Resource Reallocation. | Rufan Bai, Haoxing Lin, Xinyu Yang, Xiaowei Wu, Minming Li, Weijia Jia |
| 2021 | APWEB | DTWSSE: Data Augmentation with a Siamese Encoder for Time Series. | Xinyu Yang, Xinlan Zhang, Zhenguo Zhang, Yahui Zhao, Rongyi Cui |
| 2021 | BMVC | Back to the Future: Cycle Encoding Prediction for Self-supervised Video Representation Learning. | Xinyu Yang, Majid Mirmehdi, Tilo Burghardt |
| 2021 | MMM | Time-Dependent Body Gesture Representation for Video Emotion Recognition. | Jie Wei, Xinyu Yang, Yizhuo Dong |
| 2020 | CHI | Does the Presence of Privacy Relevant Information Affect App Market Choice? | Maria K. Wolters, Shuobing Li, Haoyu Wang, Xinyu Yang, Yao Guo |
| 2020 | IPCCC | SEC: Secure, Efficient, and Compatible Source Address Validation with Packet Tags. | Xinyu Yang, Jiahao Cao, Mingwei Xu |
| 2020 | KDD | Preserving Dynamic Attention for Long-Term Spatial-Temporal Prediction. | Haoxing Lin, Rufan Bai, Weijia Jia, Xinyu Yang, Yongjian You |
| 2019 | CIKM | Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas. | Teng Wang, Jun Zhao, Han Yu, Jinyan Liu, Xinyu Yang, Xuebin Ren, Shuyu Shi |
| 2019 | ICCCN | Towards Deep Learning-Based Detection Scheme with Raw ECG Signal for Wearable Telehealth Systems. | Peng Zhao, Dekui Quan, Wei Yu, Xinyu Yang, Xinwen Fu |
| 2019 | IJCAI | On Privacy Protection of Latent Dirichlet Allocation Model Training. | Fangyuan Zhao, Xuebin Ren, Shusen Yang, Xinyu Yang |
| 2019 | IPCCC | Adaptive Differentially Private Data Stream Publishing in Spatio-temporal Monitoring of IoT. | Teng Wang, Xinyu Yang, Xuebin Ren, Jun Zhao, Kwok-Yan Lam |
| 2018 | ICCCN | Towards 3D Deployment of UAV Base Stations in Uneven Terrain. | Xiaofei He, Wei Yu, Hansong Xu, Jie Lin, Xinyu Yang, Chao Lu, Xinwen Fu |
| 2017 | GLOBECOM | Copula-Based Multi-Dimensional Crowdsourced Data Synthesis and Release with Local Privacy. | Xinyu Yang, Teng Wang, Xuebin Ren, Wei Yu |
| 2017 | IPCCC | A strategy-proof privacy-preserving double auction mechanism for electrical vehicles demand response in microgrids. | Donghe Li, Qingyu Yang, Wei Yu, Dou An, Xinyu Yang, Wei Zhao |
| 2016 | CISS | Towards optimal PMU placement against data integrity attacks in smart grid. | Qingyu Yang, Rui Min, Dou An, Wei Yu, Xinyu Yang |
| 2016 | ICCCN | A Gaussian-Mixture Model Based Detection Scheme against Data Integrity Attacks in the Smart Grid. | Xinyu Yang, Xialei Zhang, Jie Lin, Wei Yu, Peng Zhao |
| 2016 | IPCCC | Data integrity attacks against the distributed real-time pricing in the smart grid. | Xinyu Yang, Xialei Zhang, Jie Lin, Wei Yu, Xinwen Fu, Wei Zhao |
| 2016 | TrustCom | A Game-Theoretic Model on Coalitional Attacks in Smart Grid. | Xinyu Yang, Xiaofei He, Jie Lin, Wei Yu, Qingyu Yang |
| 2016 | SNPD | A novel microgrid based resilient Demand Response scheme in smart grid. | Xinyu Yang, Xiaofei He, Jie Lin, Wei Yu, Qingyu Yang |
| 2016 | SNPD | On optimal electric vehicles penetration in a novel Archipelago microgrids. | Qingyu Yang, Zhengan Tan, Dou An, Wei Yu, Xinyu Yang |
| 2015 | GLOBECOM | Towards Efficient and Secured Real-Time Pricing in the Smart Grid. | Xialei Zhang, Xinyu Yang, Jie Lin, Guobin Xu, Wei Yu |
| 2015 | ICCCN | Towards Effective Intra-Flow Network Coding in Software Defined Wireless Mesh Networks. | Donghai Zhu, Xinyu Yang, Peng Zhao, Wei Yu |
| 2015 | ICDCS | A Novel Dynamic En-Route Decision Real-Time Route Guidance Scheme in Intelligent Transportation Systems. | Jie Lin, Wei Yu, Xinyu Yang, Qingyu Yang, Xinwen Fu, Wei Zhao |
| 2015 | IPCCC | Defending against Energy Dispatching Data integrity attacks in smart grid. | Xiaofei He, Xinyu Yang, Jie Lin, Linqiang Ge, Wei Yu, Qingyu Yang |
| 2015 | IPCCC | On stochastic optimal bidding strategy for microgrids. | Qingyu Yang, Dou An, Wei Yu, Xinyu Yang, Xinwen Fu |
| 2015 | MOBICOM | Trustworthy Device Pairing for Opportunistic Device-to-Device Communications in Mobile Crowdsourcing Systems. | Cong Zhao, Fengrui Shi, Ran Huang, Xinyu Yang, Julie A. McCann |
| 2014 | AINA | CollabAssure: A Collaborative Market Based Data Service Assurance Framework for Mobile Devices. | Bhanu Kaushik, Honggang Zhang, Xinyu Yang, Xinwen Fu, Benyuan Liu |
| 2013 | GLOBECOM | On false data injection attack against Multistep Electricity Price in electricity market in smart grid. | Jie Lin, Wei Yu, Xinyu Yang |
| 2013 | ICCCN | On Scaling Perturbation Based Privacy-Preserving Schemes in Smart Metering Systems. | Xuebin Ren, Xinyu Yang, Jie Lin, Qingyu Yang, Wei Yu |
| 2013 | IWCMC | WiTracer: A novel solution to improve TCP performance over Wireless network. | Chaoxin Hu, Xinyu Yang, Manli Fan, Peng Zhao |
| 2013 | WCNC | HRWP: A hierarchical randomwalk path planner for post-disaster Mobile Ad-hoc Rescue Network. | Xinyu Yang, Chaoxin Hu, Manli Fan, Benyuan Liu |
| 2012 | ICDCS | A Novel En-route Filtering Scheme against False Data Injection Attacks in Cyber-Physical Networked Systems. | Xinyu Yang, Jie Lin, Paul Moulema, Wei Yu, Xinwen Fu, Wei Zhao |
| 2012 | INFOCOM | BOR/AC: Bandwidth-aware opportunistic routing with admission control in wireless mesh networks. | Peng Zhao, Xinyu Yang, Jiayin Wang, Benyuan Liu, Jie Wang |
| 2011 | GLOBECOM | Towards Effective En-Route Filtering against Injected False Data in Wireless Sensor Networks. | Jie Lin, Xinyu Yang, Wei Yu, Xinwen Fu |
| 2011 | GLOBECOM | On an Efficient Estimation of Available Bandwidth for IEEE 802.11-Based Wireless Networks. | Peng Zhao, Xinyu Yang, Chiyong Dong, Shusen Yang, Sulabh Bhattarai, Wei Yu |
| 2011 | WCNC | Joint multipath routing and admission control with bandwidth assurance for 802.11-based WMNs. | Peng Zhao, Xinyu Yang, Anhua Ye, Shusen Yang |
| 2006 | IWSEC | A Flooding-Based DoS/DDoS Detecting Algorithm Based on Traffic Measurement and Prediction. | Yi Shi, Xinyu Yang, Huijun Zhu |
| 2005 | CIS | A Novel Architecture for Detecting and Defending Against Flooding-Based DDoS Attacks. | Yi Shi, Xinyu Yang |
| 2004 | ICCSA | A Novel LMS Method for Real-Time Network Traffic Prediction. | Xinyu Yang, Ming Zeng, Rui Zhao, Yi Shi |
| 2004 | MDAI | A Novel Network Traffic Analysis Method Based on Fuzzy Association Rules. | Xinyu Yang, Wenjing Yang, Ming Zeng, Yi Shi |