| 2026 | AAAI | ShieldRAG: Safeguarding Retrieval-Augmented Generation from Untrusted Knowledge Bases. | Peiru Yang, Haoran Zheng, Yi Luo, Xinyi Liu, Jinrui Wang, Huili Wang, Xintian Li, Yongfeng Huang, Tao Qi |
| 2026 | CHI | Sensemaking With/About AI: Unpacking Design Professionals' Data Sensemaking Styles in a High-Stakes Industrial Context. | Yi Luo, Dimitrios Gkouskos, Nancy L. Russo |
| 2026 | KSEM | Bridging the Gap: More Powerful Residual Fusion for Deep BNNs. | Chengshuo Bai, Shuai Wang, Hao Sheng, Da Yang, Yi Luo, Hailong Zhao, Siyu Chen, Guanqun Su |
| 2025 | CEC | A Convolutional Sparse Representations Integration Strategy Based on Self-Attention Genetic Programming for Multimodal Image Fusion. | Yi Luo, Chang Liu, Dong Ji |
| 2025 | DASFAA | Ignite Forecasting with SPARK: An Efficient Generative Framework for Refining LLMs in Temporal Knowledge Graph Forecasting. | Gongzhu Yin, Hongli Zhang, Yi Luo, Yuchen Yang, Kun Lu, Chao Meng |
| 2025 | EuroPar | DCI: An Efficient Workload-Aware Dual-Cache Allocation GNN Inference Acceleration System. | Yi Luo, Yaobin Wang, Qi Wang, Yingchen Song, Huan Wu, Qingfeng Wang, Jun Huang |
| 2025 | FUSION | Clustering-Free Extended Target Tracking Method Based on Motion and Shape Information Feedback. | Yi Luo, Wujun Li, Yuhuan Xiong, Jiaye Yang, Haiyi Mao, Wei Yi |
| 2025 | FUSION | The Extended Target Trajectory PHD Filter Combined with Interacting Multiple Model. | Yuhuan Xiong, Xi Cao, Yi Luo, Linao Zhang, Wujun Li |
| 2025 | GLOBECOM | Exploiting Unknown Samples under Limited Budgets in Open-set Active Learning. | Zhijing Wang, Yi Luo, Ji Guo, Wenbo Jiang, Aiguo Chen |
| 2025 | HCI | Explaining What Matters: Perceptions of AI Explanations in an AI-Powered Data Analytics Platform for UX Design. | Yi Luo, Dimitrios Gkouskos, Nancy L. Russo |
| 2025 | ICASSP | Apollo: Band-sequence Modeling for High-Quality Audio Restoration. | Kai Li, Yi Luo |
| 2025 | Interspeech | WAKE: Watermarking Audio with Key Enrichment. | Yaoxun Xu, Jianwei Yu, Hangting Chen, Zhiyong Wu, Xixin Wu, Dong Yu, Rongzhi Gu, Yi Luo |
| 2025 | ICS | HR-SpMM: Adaptive Row Partitioning and Hybrid Kernel Design for Sparse Matrix Multiplication. | Qi Wang, Yaobin Wang, Yi Luo, Rong Luo, Pingping Tang |
| 2025 | ICTAC | Iteratively Synthesizing ε-Robust Barrier Certificates for Neural Network Controlled Systems. | Yi Luo, Xin Chen, Jin Dai, Enyi Tang, Xuandong Li |
| 2025 | KDD | Inductive Link Prediction on N-ary Relational Facts via Semantic Hypergraph Reasoning. | Gongzhu Yin, Hongli Zhang, Yuchen Yang, Yi Luo |
| 2025 | KDD | Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation. | Yihang Zheng, Bo Li, Zhenghao Lin, Yi Luo, Xuanhe Zhou, Chen Lin, Guoliang Li, Jinsong Su |
| 2024 | AAAI | SECap: Speech Emotion Captioning with Large Language Model. | Yaoxun Xu, Hangting Chen, Jianwei Yu, Qiaochu Huang, Zhiyong Wu, Shi-Xiong Zhang, Guangzhi Li, Yi Luo, Rongzhi Gu |
| 2024 | ACL | NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism. | Miao Li, Ming-Bin Chen, Bo Tang, ShengbinHou ShengbinHou, Pengyu Wang, Haiying Deng, Zhiyu Li, Feiyu Xiong, Keming Mao, Cheng Peng, Yi Luo |
| 2024 | ICASSP | Improving Music Source Separation with Simo Stereo Band-Split Rnn. | Yi Luo, Rongzhi Gu |
| 2024 | ICASSP | A Unified Geometry-Aware Source Localization and Separation Framework for AD-HOC Microphone Array. | Jingjie Fan, Rongzhi Gu, Yi Luo, Cong Pang |
| 2024 | ICASSP | Subnetwork-To-Go: Elastic Neural Network with Dynamic Training and Customizable Inference. | Kai Li, Yi Luo |
| 2024 | ICASSP | Fast Random Approximation of Multi-Channel Room Impulse Response. | Yi Luo, Rongzhi Gu |
| 2024 | ICASSP | AutoPrep: An Automatic Preprocessing Framework for In-The-Wild Speech Data. | Jianwei Yu, Hangting Chen, Yanyao Bian, Xiang Li, Yi Luo, Jinchuan Tian, Mengyang Liu, Jiayi Jiang, Shuai Wang |
| 2024 | ICER | Scaffolding Critical Thinking about Stakeholders' Power in Socio-Technical AI Literacy. | Jaemarie Solyst, Emily Amspoker, Ellia Yang, Yi Luo, Jessica Hammer, Amy Ogan |
| 2024 | IJCNN | Time-Decay Dynamic Graph Neural Network for Multivariate Time Series Forecasting. | Yi Luo, Baoyi Wang, Yutong Luo, Ruijuan Yin, Yueyang Wang, Qingyu Xiong |
| 2024 | KDD | Xinyu: An Efficient LLM-based System for Commentary Generation. | Yiquan Wu, Bo Tang, Chenyang Xi, Yu Yu, Pengyu Wang, Yifei Liu, Kun Kuang, Haiying Deng, Zhiyu Li, Feiyu Xiong, Jie Hu, Peng Cheng, Zhonghao Wang, Yi Wang, Yi Luo, Mingchuan Yang |
| 2024 | NAACL | Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models. | Yi Luo, Zhenghao Lin, Yuhao Zhang, Jiashuo Sun, Chen Lin, Chengjin Xu, Xiangdong Su, Yelong Shen, Jian Guo, Yeyun Gong |
| 2024 | NAACL | Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models. | Jiashuo Sun, Yi Luo, Yeyun Gong, Chen Lin, Yelong Shen, Jian Guo, Nan Duan |
| 2024 | NordiCHI | Co-Constructing Agency in Human-AI Interactions. | Yi Luo, Miriam Tedeschi, Dimitrios Gkouskos, Andrea Resmini |
| 2024 | VTC | A Joint Spectral Efficiency Optimization Algorithm Based on Greedy Algorithm and Improved PSO for Cell-free Massive MIMO Networks. | Zeyi Hong, Yi Luo, Shun Na, Qintuya Si, Yang Liu |
| 2024 | WWW | Entire Chain Uplift Modeling with Context-Enhanced Learning for Intelligent Marketing. | Yinqiu Huang, Shuli Wang, Min Gao, Xue Wei, Changhao Li, Chuan Luo, Yinhua Zhu, Xiong Xiao, Yi Luo |
| 2023 | ICASSP | On The Design and Training Strategies for Rnn-Based Online Neural Speech Separation Systems. | Kai Li, Yi Luo |
| 2023 | ICASSP | Streaming Multi-Channel Speech Separation with Online Time-Domain Generalized Wiener Filter. | Yi Luo |
| 2023 | ICASSP | TSpeech-AI System Description to the 5th Deep Noise Suppression (DNS) Challenge. | Jianwei Yu, Hangting Chen, Yi Luo, Rongzhi Gu, Weihua Li, Chao Weng |
| 2023 | ICASSP | Efficient Monaural Speech Enhancement with Universal Sample Rate Band-Split RNN. | Jianwei Yu, Yi Luo |
| 2023 | ICCV | LAW-Diffusion: Complex Scene Generation by Diffusion with Layouts. | Binbin Yang, Yi Luo, Ziliang Chen, Guangrun Wang, Xiaodan Liang, Liang Lin |
| 2023 | Interspeech | FRA-RIR: Fast Random Approximation of the Image-source Method. | Yi Luo, Jianwei Yu |
| 2023 | Interspeech | Ultra Dual-Path Compression For Joint Echo Cancellation And Noise Suppression. | Hangting Chen, Jianwei Yu, Yi Luo, Rongzhi Gu, Weihua Li, Zhuocheng Lu, Chao Weng |
| 2023 | Interspeech | High Fidelity Speech Enhancement with Band-split RNN. | Jianwei Yu, Hangting Chen, Yi Luo, Rongzhi Gu, Chao Weng |
| 2023 | VTC | Hybrid TOA/AOA Indoor Positioning Based on Sparse Reconstruction and Map Matching. | Yajun Zhang, Chaoyang Du, Yi Luo, Yang Liu, Guochen Yu, Tianshuang Qiu |
| 2023 | WSDM | Beyond Individuals: Modeling Mutual and Multiple Interactions for Inductive Link Prediction between Groups. | Gongzhu Yin, Xing Wang, Hongli Zhang, Chao Meng, Yuchen Yang, Kun Lu, Yi Luo |
| 2022 | CIKM | Can We Have Both Fish and Bear's Paw?: Improving Performance, Reliability, and both of them for Relation Extraction under Label Shift. | Yu Hong, Zhixu Li, Jianfeng Qu, Jiaqing Liang, Yi Luo, Miyu Zhang, Yanghua Xiao, Wei Wang |
| 2022 | CVPR | Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization. | Wei Dong, Junsheng Wu, Yi Luo, Zongyuan Ge, Peng Wang |
| 2022 | Interspeech | On the Use of Deep Mask Estimation Module for Neural Source Separation Systems. | Kai Li, Xiaolin Hu, Yi Luo |
| 2022 | MMSP | Beamspace Channel Estimation Based on Block Support Detection for Millimeter-wave Massive MIMO Systems. | Xudong Long, Kaipeng Song, Yi Luo, Yang Liu, Junjie Ma, Tianshuang Qiu |
| 2021 | ICASSP | Dual-Path Modeling for Long Recording Speech Separation in Meetings. | Chenda Li, Zhuo Chen, Yi Luo, Cong Han, Tianyan Zhou, Keisuke Kinoshita, Marc Delcroix, Shinji Watanabe, Yanmin Qian |
| 2021 | ICASSP | Rethinking The Separation Layers In Speech Separation Networks. | Yi Luo, Zhuo Chen, Cong Han, Chenda Li, Tianyan Zhou, Nima Mesgarani |
| 2021 | ICASSP | Ultra-Lightweight Speech Separation Via Group Communication. | Yi Luo, Cong Han, Nima Mesgarani |
| 2021 | Interspeech | Continuous Speech Separation Using Speaker Inventory for Long Recording. | Cong Han, Yi Luo, Chenda Li, Tianyan Zhou, Keisuke Kinoshita, Shinji Watanabe, Marc Delcroix, Hakan Erdogan, John R. Hershey, Nima Mesgarani, Zhuo Chen |
| 2021 | Interspeech | Binaural Speech Separation of Moving Speakers With Preserved Spatial Cues. | Cong Han, Yi Luo, Nima Mesgarani |
| 2021 | Interspeech | Empirical Analysis of Generalized Iterative Speech Separation Networks. | Yi Luo, Cong Han, Nima Mesgarani |
| 2021 | Interspeech | Implicit Filter-and-Sum Network for End-to-End Multi-Channel Speech Separation. | Yi Luo, Nima Mesgarani |
| 2020 | ICASSP | Continuous Speech Separation: Dataset and Analysis. | Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Xiong Xiao, Jinyu Li |
| 2020 | ICASSP | Real-Time Binaural Speech Separation with Preserved Spatial Cues. | Cong Han, Yi Luo, Nima Mesgarani |
| 2020 | ICASSP | End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation. | Yi Luo, Zhuo Chen, Nima Mesgarani, Takuya Yoshioka |
| 2020 | ICASSP | Dual-Path RNN: Efficient Long Sequence Modeling for Time-Domain Single-Channel Speech Separation. | Yi Luo, Zhuo Chen, Takuya Yoshioka |
| 2020 | Interspeech | Separating Varying Numbers of Sources with Auxiliary Autoencoding Loss. | Yi Luo, Nima Mesgarani |
| 2020 | Interspeech | An End-to-End Architecture of Online Multi-Channel Speech Separation. | Jian Wu, Zhuo Chen, Jinyu Li, Takuya Yoshioka, Zhili Tan, Ed Lin, Yi Luo, Lei Xie |
| 2020 | ICSOC | Two-Sided Matching Scheduling Using Multi-Level Look-Ahead Queue of Supply and Demand. | Mincheng Chen, Jingling Yuan, Nana Wang, Yi Luo, Pei Luo |
| 2020 | IGARSS | Risk investigation of landslide hazard and disaster emergency based on multi-platforms remote sensing techniques. | Wenliang Jiang, Qisong Jiao, Yi Luo, Yongsheng Li, Qiang Li, Bingquan Li |
| 2019 | ASRU | FaSNet: Low-Latency Adaptive Beamforming for Multi-Microphone Audio Processing. | Yi Luo, Cong Han, Nima Mesgarani, Enea Ceolini, Shih-Chii Liu |
| 2019 | ICASSP | Augmented Time-frequency Mask Estimation in Cluster-based Source Separation Algorithms. | Yi Luo, Nima Mesgarani |
| 2019 | ICASSP | Online Deep Attractor Network for Real-time Single-channel Speech Separation. | Cong Han, Yi Luo, Nima Mesgarani |
| 2019 | ICDM | Cross-Domain Deep Collaborative Filtering for Recommendation. | Yachen Kang, Sibo Gai, Feng Zhao, Donglin Wang, Yi Luo |
| 2019 | SIGCSE | Redesigning a Software Development Course as a Preparation for a Capstone: An Experience Report. | Yekaterina Kharitonova, Yi Luo, Jeho Park |
| 2019 | SEKE | Multistep Flow Prediction on Car-Sharing Systems: A Multi-Graph Convolutional Neural Network with Attention Mechanism. | Yi Luo, Qin Liu, Hongming Zhu, Hongfei Fan, Tianyou Song, Chang Wu Yu, Bowen Du |
| 2018 | AAAI | Multi-Task Medical Concept Normalization Using Multi-View Convolutional Neural Network. | Yi Luo, Guojie Song, Pengyu Li, Zhongang Qi |
| 2018 | ECCV | VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results. | Pengfei Zhu, Longyin Wen, Dawei Du, Xiao Bian, Haibin Ling, Qinghua Hu, Qinqin Nie, Hao Cheng, Chenfeng Liu, Xiaoyu Liu, Wenya Ma, Haotian Wu, Lianjie Wang, Arne Schumann, Chase Brown, Qian Chen, Chengzheng Li, Dongdong Li, Emmanouil Michail, Fan Zhang, Feng Ni, Feng Zhu, Guanghui Wang, Haipeng Zhang, Han Deng, Hao Liu, Haoran Wang, Heqian Qiu, Honggang Qi, Honghui Shi, Hongliang Li, Hongyu Xu, Hu Lin, Ioannis Kompatsiaris, Jian Cheng, Jianqiang Wang, Jianxiu Yang, Jingkai Zhou, Juanping Zhao, K. J. Joseph, Kaiwen Duan, Karthik Suresh, Bo Ke, Ke Wang, Konstantinos Avgerinakis, Lars Wilko Sommer, Lei Zhang, Li Yang, Lin Cheng, Lin Ma, Liyu Lu, Lu Ding, Minyu Huang, Naveen Kumar Vedurupaka, Nehal Mamgain, Nitin Bansal, Oliver Acatay, Panagiotis Giannakeris, Qian Wang, Qijie Zhao, Qingming Huang, Qiong Liu, Qishang Cheng, Qiuchen Sun, Robert Laganire, Sheng Jiang, Shengjin Wang, Shubo Wei, Siwei Wang, Stefanos Vrochidis, Sujuan Wang, Tiaojio Lee, Usman Sajid, Vineeth N. Balasubramanian, Wei Li, Wei Zhang, Weikun Wu, Wenchi Ma, Wenrui He, Wenzhe Yang, Xiaoyu Chen, Xin Sun, Xinbin Luo, Xintao Lian, Xiufang Li, Yangliu Kuai, Yali Li, Yi Luo, Yifan Zhang, Yiling Liu, Ying Li, Yong Wang, Yongtao Wang, Yuanwei Wu, Yue Fan, Yunchao Wei, Yuqin Zhang, Zexin Wang, Zhangyang Wang, Zhaoyue Xia, Zhen Cui, Zhenwei He, Zhipeng Deng, Zhiyao Guo, Zichen Song |
| 2018 | ICASSP | TaSNet: Time-Domain Audio Separation Network for Real-Time, Single-Channel Speech Separation. | Yi Luo, Nima Mesgarani |
| 2018 | Interspeech | Real-time Single-channel Dereverberation and Separation with Time-domain Audio Separation Network. | Yi Luo, Nima Mesgarani |
| 2018 | Interspeech | Music Source Activity Detection and Separation Using Deep Attractor Network. | Rajath Kumar, Yi Luo, Nima Mesgarani |
| 2018 | IGARSS | Surface Deformation Detection by Small Baseline Sar Interferometry in Cangzhou Coastal Zone. | Yi Luo, Jingfa Zhang, Zhimin Liu, Wenhao Shen, Qisong Jiao, Liming Zuo |
| 2017 | ICASSP | Deep attractor network for single-microphone speaker separation. | Zhuo Chen, Yi Luo, Nima Mesgarani |
| 2017 | ICASSP | Deep clustering and conventional networks for music separation: Stronger together. | Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Nima Mesgarani |
| 2017 | ICCV | Point Set Registration with Global-Local Correspondence and Transformation Estimation. | Su Zhang, Yang Yang, Kun Yang, Yi Luo, Sim Heng Ong |
| 2017 | ISCAS | Always-on CMOS image sensor pixel design for pixel-wise binary coded exposure. | Yi Luo, Shahriar Mirabbasi |
| 2014 | ADBIS | SemIndex: Semantic-Aware Inverted Index. | Richard Chbeir, Yi Luo, Joe Tekli, Kokou Ytongnon, Carlos Raymundo Ibaez, Agma J. M. Traina, Caetano Traina Jr., Marc Al Assad |
| 2014 | ICMLC | A biped humanoid robot's gait planning method based on Artificial Immune Network. | Yi Luo, Zongze Wu, Sheng Bi, Yuheng Zhang, Quanwei Zheng, Quanyong Huang |
| 2014 | PAKDD | An Empirical Algorithm for Bias Correction Based on GC Estimation for Single Cell Sequencing. | Bo Xu, Tengpeng Li, Yi Luo, Ruotao Xu, Hongmin Cai |
| 2014 | PIMRC | Throughput of two-tier heterogeneous wireless networks with interference coordination. | Yi Luo, Tharm Ratnarajah |
| 2014 | WCNC | Degrees of freedom region of MIMO interference channel with imperfect current and delayed CSIT. | Yi Luo, Anastasios K. Papazafeiropoulos, Tharm Ratnarajah |
| 2013 | DASC | Managing Large Scale Unstructured Data with RDBMS. | Zhe Jiang, Yi Luo, Naihu Wu, Chunjiang He, Pingpeng Yuan, Hai Jin |
| 2013 | IGARSS | Insar deformation time series analysis using small-baseline approach. | Yongsheng Li, Jingfa Zhang, Yi Luo, Lixia Gong |
| 2012 | ACSSC | Performance analysis of ad hoc networks with interference alignment. | Yi Luo, Huiqin Du, Tharm Ratnarajah, Dave Wilcox |
| 2012 | AINA | Recommendation of More Interests Based on Collaborative Filtering. | Qian Wu, Feilong Tang, Li Li, Leonard Barolli, Ilsun You, Yi Luo, Huakang Li |
| 2011 | AICCSA | On optimal strategies in protecting computer networks. | Ferenc Szidarovszky, Yi Luo |
| 2011 | IJCNN | Robot control with a fully tuned Growing Radial Basis Function neural network. | Yi Luo, Yoo Hsiu Yeh, Abraham K. Ishihara |
| 2010 | IGARSS | PS-InSAR time series analysis for measuring surface deformation before the L'Aquila earthquake. | Bin Liu, Yi Luo, Jingfa Zhang, Lixia Gong, Wenliang Jiang, Liyan Ren |
| 2010 | VTC | Adaptive Signal Dimensioning for Multi-User MIMO Downlink. | Bin Li, Yi Luo, Xiaodong Wang |
| 2010 | WCNC | Improving Performance Using Interference Alignment on Modulation Signal for MIMO System. | Bin Li, Yi Luo, Hui Shen |
| 2010 | WCNC | The New Interference Alignment Scheme for the MIMO Interference Channel. | Hui Shen, Bin Li, Meixia Tao, Yi Luo |
| 2009 | AICCSA | A game theory based risk and impact analysis method for Intrusion Defense Systems. | Yi Luo, Ferenc Szidarovszky, Youssif B. Al-Nashif, Salim Hariri |
| 2009 | ICIP | Fast binary partition tree based variable-size block-matching for video coding. | Yi Luo, Mehmet Celenk |
| 2009 | PIMRC | Precoding design using interference alignment for the network MIMO. | Hui Shen, Bin Li, Yi Luo |
| 2008 | ICDE | SPARK: A Keyword Search Engine on Relational Databases. | Yi Luo, Wei Wang, Xuemin Lin |
| 2008 | IPCCC | Theoretical and Experimental Evaluation of Communication-Induced Checkpointing Protocols in FE Family. | Yi Luo, D. Manivannan |
| 2007 | SIGMOD | Spark: top-k keyword query in relational databases. | Yi Luo, Xuemin Lin, Wei Wang, Xiaofang Zhou |
| 2006 | APWEB | A Light-Weighted Approach to Workflow View Implementation. | Zhe Shan, Yu Yang, Qing Li, Yi Luo, Zhiyong Peng |
| 2006 | IROS | Vision-Based Assembly of Capillary for Microfluidic Device. | Xiaodong Wang, Xiujun Wang, Yi Luo, Chong Liu, Liqun Ma |
| 2005 | DASFAA | Deputy Mechanism for Workflow Views. | Zhe Shan, Qing Li, Yi Luo, Zhiyong Peng |
| 2004 | WISE | Semantics Based Conformance Assessment of ebXML Business Processes. | Yi Luo, Zhiyong Peng, Zhe Shan, Qing Li |
| 2003 | ADBIS | An Optimal Divide-Conquer Algorithm for 2D Skyline Queries. | Hai-Xin Lu, Yi Luo, Xuemin Lin |
| 2002 | IGARSS | Evaluation of non-water-stressed baselines for crop water stress monitoring in North China Plain. | Guofu Yuan, Yi Luo, Xiaomin Sun, Dengyin Tang, Renhua Zhang |