| 2026 | ACL | Synapse: Empowering LLM Agents with Episodic-Semantic Memory via Spreading Activation. | Hanqi Jiang, Junhao Chen, Yi Pan, Ling Chen, Weihang You, Yifan Zhou, Ruidong Zhang, Yohannes Abate, Tianming Liu |
| 2026 | ICDCS | DySkew: Dynamic Data Redistribution for Skew- Resilient Snowpark UDF Execution. | Chenwei Xie, Urjeet Shrestha, Corbin, Lukas Lorimer, Gopal V, Zihao Ye, Yi Pan, Nic Crouch, Elliott Brossard, Florian Funke, Yuxiong He |
| 2026 | NSDI | MuxTune: Efficient Multi-Task LLM Fine-Tuning in Multi-Tenant Datacenters via Spatial-Temporal Backbone Multiplexing. | Chunyu Xue, Yi Pan, Weihao Cui, Quan Chen, Shulai Zhang, Bingsheng He, Minyi Guo |
| 2025 | ACL | AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs. | Nicholas E. Corrado, Julian Katz-Samuels, Adithya M. Devraj, Hyokun Yun, Chao Zhang, Yi Xu, Yi Pan, Bing Yin, Trishul Chilimbi |
| 2025 | EMNLP | ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval. | Yi Pan, Yujia Zhang, Michael Kampffmeyer, Xiaoguang Zhao |
| 2025 | EMNLP | HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization. | Huaqin Zhao, Jiaxi Li, Yi Pan, Shizhe Liang, Xiaofeng Yang, Fei Dou, Tianming Liu, Jin Lu |
| 2025 | ICA3PP | Enhancing RAPTOR in RAG Systems: Semantic Segmentation for Improved Initial Chunking. | Xin Wan, Xiaodong Xie, Wei Lin, Tingjun Xie, Cheng Wang, Yan Liu, Yi Pan |
| 2025 | ICASSP | RefCap: Zero-shot Video Corpus Moment Retrieval Based on Refined Dense Video Captioning. | Yi Pan, Yujia Zhang, Michael Kampffmeyer, Xiaoguang Zhao |
| 2025 | ICASSP | FAWL: Weakly-Supervised Video Corpus Moment Retrieval with Frame-Wise Auxiliary Alignment and Weighted Contrastive Learning. | Yi Pan, Yujia Zhang, Xiaoguang Zhao |
| 2025 | ICLR | ECHOPulse: ECG Controlled Echocardio-gram Video Generation. | Yiwei Li, Sekeun Kim, Zihao Wu, Hanqi Jiang, Yi Pan, Pengfei Jin, Sifan Song, Yucheng Shi, Xiaowei Yu, Tianze Yang, Tianming Liu, Quanzheng Li, Xiang Li |
| 2025 | SMC | Using Multiple Model Fusion and Attention Mechanism to Recognize Autism based on Facial Images. | Ru Chen, Weiyang Chen, Yi Pan |
| 2024 | ECCV | Advancing Medical Radiograph Representation Learning: A Hybrid Pre-training Paradigm with Multilevel Semantic Granularity. | Hanqi Jiang, Xixuan Hao, Yuzhou Huang, Chong Ma, Jiaxun Zhang, Yi Pan, Ruimao Zhang |
| 2024 | ICDE | Accurate Explanation Model for Image Classifiers using Class Association Embedding. | Ruitao Xie, Jingbang Chen, Limai Jiang, Rui Xiao, Yi Pan, Yunpeng Cai |
| 2024 | IJCNN | Extraction and Transfer of General Deep Feature in Reinforcement Learning. | Min Chen, Yi Pan, Zhiqiang Pu, Jianqiang Yi, Shijie Wang, Boyin Liu |
| 2024 | IJCNN | Coarse-to-Fine Recurrently Aligned Transformer with Balance Tokens for Video Moment Retrieval and Highlight Detection. | Yi Pan, Yujia Zhang, Hui Chang, Shiying Sun, Feihu Zhou, Xiaoguang Zhao |
| 2024 | IJCNN | PSAIR: A Neuro-Symbolic Approach to Zero-Shot Visual Grounding. | Yi Pan, Yujia Zhang, Michael Kampffmeyer, Xiaoguang Zhao |
| 2023 | APWEB | Multi-patch Adversarial Attack for Remote Sensing Image Classification. | Ziyue Wang, Jun-Jie Huang, Tianrui Liu, Zihan Chen, Wentao Zhao, Xiao Liu, Yi Pan, Lin Liu |
| 2023 | ICDE | MMCo-Clus - An Evolutionary Co-clustering Algorithm for Gene Selection (Extended abstract). | Laizhong Cui, Sudipta Acharya, Sumit Mishra, Yi Pan, Joshua Zhexue Huang |
| 2023 | ICML | Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning. | Boyin Liu, Zhiqiang Pu, Yi Pan, Jianqiang Yi, Yanyan Liang, Du Zhang |
| 2023 | IJCNN | All for Goals: a Stylized Automated Analysis Framework in Football Matches. | Min Chen, Zhiqiang Pu, Yi Pan, Jianqiang Yi, Yixiong Cui, Lida Du |
| 2023 | IJCNN | Causal Mean Field Multi-Agent Reinforcement Learning. | Hao Ma, Zhiqiang Pu, Yi Pan, Boyin Liu, Junlong Gao, Zhenyu Guo |
| 2023 | IJCNN | Heterogeneous-graph Attention Reinforcement Learning for Football Matches. | Shijie Wang, Yi Pan, Zhiqiang Pu, Jianqiang Yi, Yanyan Liang, Du Zhang |
| 2023 | IROS | Deconfounded Opponent Intention Inference for Football Multi-Player Policy Learning. | Shijie Wang, Yi Pan, Zhiqiang Pu, Boyin Liu, Jianqiang Yi |
| 2023 | WWW | Skill Graph Construction From Semantic Understanding. | Shiyong Lin, Yiping Yuan, Carol Jin, Yi Pan |
| 2022 | ICONIP | Knowledge Transfer from Situation Evaluation to Multi-agent Reinforcement Learning. | Min Chen, Zhiqiang Pu, Yi Pan, Jianqiang Yi |
| 2021 | ICPADS | STGE: Sensor Topology and Graph Embedding Learning with Heterogeneous Smart Environment. | Xiao Wang, Sheng Zhang, Yi Pan, Zeyu Lin |
| 2021 | NAACL | Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems. | Anish Acharya, Suranjit Adhikari, Sanchit Agarwal, Vincent Auvray, Nehal Belgamwar, Arijit Biswas, Shubhra Chandra, Tagyoung Chung, Maryam Fazel-Zarandi, Raefer Gabriel, Shuyang Gao, Rahul Goel, Dilek Hakkani-Tr, Jan Jezabek, Abhay Jha, Jiun-Yu Kao, Prakash Krishnan, Peter Ku, Anuj Goyal, Chien-Wei Lin, Qing Liu, Arindam Mandal, Angeliki Metallinou, Vishal Ishwar Naik, Yi Pan, Shachi Paul, Vittorio Perera, Abhishek Sethi, Minmin Shen, Nikko Strom, Eddie Wang |
| 2019 | KDD | Multi-Horizon Time Series Forecasting with Temporal Attention Learning. | Chenyou Fan, Yuze Zhang, Yi Pan, Xiaoyue Li, Chi Zhang, Rong Yuan, Di Wu, Wensheng Wang, Jian Pei, Heng Huang |
| 2019 | MASS | Using Transfer Learning, SVM, and Ensemble Classification to Classify Baby Cries Based on Their Spectrogram Images. | Lillian Le, Abu Nadim M. H. Kabir, Chunyan Ji, Sunitha Basodi, Yi Pan |
| 2018 | FIE | Collaborative Learning in Cloud-based Virtual Computer Labs. | Xiaolin Hu, Hai Le, Anu G. Bourgeois, Yi Pan |
| 2018 | ICDCS | Designing Fast and Friendly TCP to Fit High Speed Data Center Networks. | Tao Zhang, Jiawei Huang, Jianxin Wang, Jianer Chen, Yi Pan, Geyong Min |
| 2018 | UIC | An Undergraduate Curriculum Model for Intelligence Science and Technology. | Jingde Cheng, Runhe Huang, Qun Jin, Jianhua Ma, Yi Pan |
| 2017 | PDCAT | A Parallel Pairwise Alignment with Pruning for Large Genomic Sequences. | Xiangyuan Zhu, Bing Li, Kenli Li, Ping Shao, Yi Pan |
| 2016 | BigData | Effective Multi-stream Joining in Apache Samza Framework. | Zhenyun Zhuang, Tao Feng, Yi Pan, Haricharan Ramachandra, Badri Sridharan |
| 2016 | ICDCS | Tuning the Aggressive TCP Behavior for Highly Concurrent HTTP Connections in Data Center. | Jiawei Huang, Jianxin Wang, Tao Zhang, Jianer Chen, Yi Pan |
| 2016 | SIGCSE | Increasing Security Awareness in Undergraduate Courses with Labware (Abstract Only). | Michael Weeks, Yi Pan, Yanqing Zhang |
| 2015 | CIBCB | Dynamic ensemble selection with local expertise consistency. | Yun Zhu, Yanqing Zhang, Yi Pan |
| 2014 | WCNC | MLCS: Face-to-face mobile-LCD communication system based on visible light communication. | Yi Pan, Jing Wu, Chengnian Long |
| 2013 | PDCAT | PLAR: Parallel Large-Scale Attribute Reduction on Cloud Systems. | Junbo Zhang, Tianrui Li, Yi Pan |
| 2012 | COCOA | Load-Balanced Virtual Backbone Construction for Wireless Sensor Networks. | Jing He, Shouling Ji, Yi Pan, Zhipeng Cai |
| 2012 | GRC | Mis-classified instance learning and recovery in classification. | Yun Zhu, Yanqing Zhang, Yi Pan |
| 2012 | ICALT | Real-World Relevant Learning with Android Smartphones. | Kai Qian, Chia-Tien Dan Lo, Yi Pan, Yanqing Zhang, Xiaolin Hu, Liang Hong |
| 2012 | KDD | Parallel rough set based knowledge acquisition using MapReduce from big data. | Junbo Zhang, Tianrui Li, Yi Pan |
| 2012 | SIGCSE | The cross-curriculum mobile computing labware for CS (abstract only). | Kai Qian, Chia-Tien Dan Lo, Yi Pan, Yanqing Zhang, Xiaolin Hu, Liang Hong |
| 2011 | INFOCOM | A study of the routing and spectrum allocation in spectrum-sliced Elastic Optical Path networks. | Yang Wang, Xiaojun Cao, Yi Pan |
| 2010 | CSCWD | VRML based collaborative CAM simulation environment. | Ziqiang Zhou, Yi Pan, Lie Ma, Liguan Shen, Wei Zhao |
| 2009 | BIBE | Tri-Cluster-Tri-Scheme-Training: Exploiting Unlabeled Data for Transmembrane Segments Prediction. | Jieyue He, Robert W. Harrison, Phang C. Tai, Yi Pan |
| 2009 | SIGCOMM | PLUG: flexible lookup modules for rapid deployment of new protocols in high-speed routers. | Lorenzo De Carli, Yi Pan, Amit Kumar, Cristian Estan, Karthikeyan Sankaralingam |
| 2008 | ICA3PP | Deadlock-Free Adaptive Routing in 2D Tori with a New Turn Model. | Dong Xiang, Qi Wang, Yi Pan |
| 2008 | ICDCS | Deadlock-Free Fully Adaptive Routing in 2-Dimensional Tori Based on New Virtual Network Partitioning Scheme. | Dong Xiang, Yi Pan, Qi Wang, Zhen Chen |
| 2008 | ICPP | Deadlock-Free Fully Adaptive Routing in Tori Based on a New Virtual Network Partitioning Scheme. | Dong Xiang, Qi Wang, Yi Pan |
| 2007 | AINA | Parallel Contour Matching and 3D Partial Retrieval in Bio-Image Database. | Yong Li, Xiujuan Chen, Saeid Belkasim, Yi Pan |
| 2007 | AINA | Public Computing - Challenges and Solutions. | Yi Pan |
| 2007 | BIBE | Super Granular Shrink-SVM Feature Elimination (Super GS-SVM-FE) Model for Protein Sequence Motif Information Extraction. | Bernard Chen, Stephen Pellicer, Phang C. Tai, Robert W. Harrison, Yi Pan |
| 2007 | BIBE | A Reliable Metric for Quantifying Multiple Sequence Alignment. | Ken D. Nguyen, Yi Pan |
| 2007 | BIBE | Protein Structure Prediction and Its Understanding Based on Machine Learning Methods. | Yi Pan |
| 2007 | BIBE | Multiclass Fuzzy Clustering Support Vector Machines for Protein Local Structure Prediction. | Wei Zhong, Jieyue He, Yi Pan |
| 2007 | CIBCB | Super Granular SVM Feature Elimination (Super GSVM-FE) Model for Protein Sequence Motif Informnation Extraction. | Bernard Chen, Stephen Pellicer, Phang C. Tai, Robert W. Harrison, Yi Pan |
| 2007 | CIBCB | Understanding the Prediction of Transmembrane Proteins by Support Vector Machine using Association Rule Mining. | Hae-Jin Hu, Hao Wang, Robert W. Harrison, Phang C. Tai, Yi Pan |
| 2007 | GRC | An Incremental Algorithm for Mining Default Definite Decision Rules from Incomplete Decision Tables. | Chen Wu, Xiaohua Hu, Xiajiong Shen, Xiaodan Zhang, Yi Pan |
| 2007 | ICCCN | Applying Wavelet De-noising to Improve TCP Throughput in AQM queues with Existence of Unresponsive Traffic. | Yi Pan, Wei Kang Tsai, Tatsuya Suda |
| 2007 | ICPP | Deadlock-Free Adaptive Routing in Meshes Based on Cost-Effective Deadlock Avoidance Schemes. | Dong Xiang, Yueli Zhang, Yi Pan, Jie Wu |
| 2007 | PRDC | A New Concurrent Detection of Control Flow Errors Based on DCT Technique. | Hung-Chuan Lai, Shi-Jinn Horng, Yong-Yuan Chen, Pingzhi Fan, Yi Pan |
| 2006 | AINA | Partitioned optimization algorithms for multiple sequence alignment. | Yixin Chen, Yi Pan, Juan Chen, Wei Liu, Ling Chen |
| 2006 | BIBE | FIK Model: Novel Efficient Granular Computing Model for Protein Sequence Motifs and Structure Information Discovery. | Bernard Chen, Phang C. Tai, Robert W. Harrison, Yi Pan |
| 2006 | GLOBECOM | Analysis of Large-Scale Hybrid Peer-to-Peer Network Topology. | Chao Xie, Yi Pan |
| 2006 | GRC | Hybrid SVM Kernels for Protein Secondary Structure Prediction. | Gulsah Altun, Hae-Jin Hu, Dumitru Brinza, Robert W. Harrison, Alexander Zelikovsky, Yi Pan |
| 2006 | GRC | Cysteine separations profiles on protein secondary structure infer disulfide connectivity. | Guantao Chen, Hai Deng, Yufeng Gui, Yi Pan, Xue Wang |
| 2006 | GRC | Novel Clustering Algorithm Combined With DSSP Post Processing For Protein Sequence Motif Discovering. | Bernard Chen, Phang C. Tai, Robert W. Harrison, Yi Pan |
| 2006 | ICCS | Multiple Sequence Alignment by Ant Colony Optimization and Divide-and-Conquer. | Yixin Chen, Yi Pan, Juan Chen, Wei Liu, Ling Chen |
| 2006 | ICCS | Clustering Support Vector Machines and Its Application to Local Protein Tertiary Structure Prediction. | Jieyue He, Wei Zhong, Robert W. Harrison, Phang C. Tai, Yi Pan |
| 2006 | SMC | Knowledge Dependency Relationships in Incomplete Information System Based on Tolerance Relations. | Chen Wu, Xiaohua Hu, Lijuan Wang, Xibei Yang, Yi Pan |
| 2005 | GLOBECOM | Vulnerabilities and security enhancements for the IEEE 802.11 WLANs. | Yang Xiao, Chaitanya Bandela, Yi Pan |
| 2005 | GRC | Protein structure prediction and understanding using machine learning methods. | Yi Pan |
| 2005 | ICCS | A Parallel Implementation for Determining Genomic Distances Under Deletion and Insertion. | Vijaya Smitha Kolli, Hui Liu, Michelle Hong Pan, Yi Pan |
| 2005 | ICCSA | Fast Parallel Algorithms for the Longest Common Subsequence Problem Using an Optical Bus. | Xiao-hua Xu, Ling Chen, Yi Pan, Ping He |
| 2005 | ISPA | Fast Scalable Algorithm on LARPBS for Sequence Alignment. | Ling Chen, Juan Chen, Yi Pan |
| 2005 | ISPA | Understanding Protein Structure Prediction Using SVM_DT. | Jieyue He, Hae-Jin Hu, Robert W. Harrison, Phang C. Tai, Yisheng Dong, Yi Pan |
| 2005 | ISPA | An Upper Bound on Blocking Probability of Vertical Stacked Optical Benes Networks. | Jiling Zhong, Yi Pan |
| 2005 | SNPD | An Adaptive Genetic Fuzzy Multi-path Routing Protocol for Wireless Ad Hoc Networks. | Hui Liu, Jie Li, Yan-Qing Zhang, Yi Pan |
| 2004 | CIBCB | Transmembrane segments prediction with support vector machine based on high performance encoding schemes. | Hae-Jin Hu, Robert W. Harrison, Phang C. Tai, Yi Pan |
| 2004 | CIBCB | Factoring tertiary classification into binary classification improves neural network for protein secondary structure prediction. | Wei Zhong, Gulsah Altun, Hae-Jin Hu, Robert W. Harrison, Phang C. Tai, Yi Pan |
| 2004 | EUC | The Virtual Debugging System for Developing Embedded Software Using Virtual Machinery. | Yi Pan, Norihiro Abe, Kazuaki Tanaka, Hirokazu Taki |
| 2004 | INFOCOM | A Dynamic HLR Location Management Scheme for PCS Networks. | Jie Li, Yi Pan, Yang Xiao |
| 2004 | ISPA | An Improved Distributed Algorithm for Connected Dominating Sets in Wireless Ad Hoc Networks. | Hui Liu, Yi Pan, Jiannong Cao |
| 2004 | Middleware | SyD: A Middleware Testbed for Collaborative Applications over Small Heterogeneous Devices and Data Stores. | Sushil K. Prasad, Vijay K. Madisetti, Shamkant B. Navathe, Raj Sunderraman, Erdogan Dogdu, Anu G. Bourgeois, Michael Weeks, Bing Liu, Janaka Balasooriya, Arthi Hariharan, Wanxia Xie, Praveen Madiraju, Srilaxmi Malladi, Raghupathy Sivakumar, Alexander Zelikovsky, Yanqing Zhang, Yi Pan, Saeid Belkasim |
| 2004 | SIGGRAPH | Parallel computing with multiple GPUs on a single machine to achieve performance gains. | Robert Gulde, Michael Weeks, G. Scott Owen, Yi Pan |
| 2004 | VDA | A peer-to-peer collaborative 3D virtual environment for visualization. | Yi Pan, Francis T. Marchese |
| 2003 | FlAIRS | Logical Identities Applied to Knowledge Discovery in Databases. | James P. Buckley, Jennifer Seitzer, Yongzhi Zhang, Yi Pan |
| 2003 | GLOBECOM | Movement-based location management for 3G cellular networks. | Yang Xiao, Yi Pan, Jie Li |
| 2003 | ISPA | Faster Sorting on a Linear Array with a Reconfigurable Pipelined Bus System. | Ling Chen, Yi Pan |
| 2003 | ISPA | Computing on the Restricted LARPBS Model. | Yi Pan |
| 2003 | ISPA | An Efficient Algorithm for Irregular Redistributions in Parallelizing Compilers. | Hui Wang, Minyi Guo, Sushil K. Prasad, Yi Pan, Wenxi Chen |
| 2003 | IV | Adapting Single-User Visualization Software for Collaborative Use. | Francis T. Marchese, Jude Mercado, Yi Pan |
| 2002 | ICCS | Teaching Parallel Programming Using Both High-Level and Low-Level Languages. | Yi Pan |
| 2002 | PDPTA | JAPS-II: A Source to Source Parallelizing Compiler for Java. | Meng Yu, Minyi Guo, Yi Pan, Wanyu Zang, Li Xie |
| 2001 | ICDCS | Dynamic Database Management for PCS Networks. | Jie Li, Yi Pan |
| 2001 | SAC | Analysis of dynamic movement-based location update scheme. | Jie Li, Yi Pan, Xiaohua Jia |
| 1999 | FlAIRS | Improved Multiprocessor Task Scheduling Using Genetic Algorithms. | Michael Bohler, Frank W. Moore, Yi Pan |
| 1999 | IPCCC | Equivalent permutation capabilities between time division optical omega network and non-optical extra stage omega network. | Xiaojun Shen, Fan Yang, Yi Pan |
| 1997 | ICPADS | Potentials and limitations of parallel computing on a cluster of workstation. | Mounir Hamdi, Yi Pan, Babak Hamidzadeh, F. M. Lim |
| 1997 | PDPTA | A Study of Average-Case Speedup and Scalability of Parallel Computations on Static Networks. | Keqin Li, Yi Pan, Hong Shen, Si-Qing Zheng |
| 1997 | PDPTA | Simulation of Parallel Random Access Machines on Linear Arrays with Reconfigurable Pipelined Bus Systems. | Keqin Li, Yi Pan, Si-Qing Zheng |
| 1997 | PDPTA | Euclidean Distance Transform an Reconfigurable Meshes. | Yi Pan, Mounir Hamdi, Keqin Li |
| 1997 | PDPTA | A Partitionability of Interconnection Networks. | Si-Qing Zheng, Keqin Li, Yi Pan, Hong Shen, Gilbert H. Young |
| 1996 | PDPTA | Characterizations of Communication Overhead for Scalable Random Parallel Algorithms on Multicomputer Systems. | Keqin Li, Yi Pan |
| 1996 | PDPTA | Linear Array with a Reconfigurable Pipeline Bus System - Concepts and Applications. | Yi Pan, Keqin Li |
| 1995 | PDPTA | Selection on k-Dimensional Meshes with Multiple Broadcasting. | Yi Pan, Mounir Hamdi |
| 1993 | SAC | Computation of Singular Value Decomposition on Arrays with Pipelined Optical Buses. | Yi Pan, Mounir Hamdi |
| 1992 | ICPP | On Efficient Distributed Elections in Clustered Chordal Rings. | Yi Pan |
| 1991 | ICPP | Block Shift Network: A New Interconnection-Network for Efficient Parallel Computation. | Yi Pan, Y. H. Chuang |
| 1990 | ICPP | Parallel Hough Transform Algorithms on SIMD Hypercube Arrays. | Yi Pan, Henry Y. H. Chuang |
| 1988 | LCN | Improved token passing ring and its performance simulation. | Yi Pan |
| 1985 | ICDCS | A Kind of Interconnection Network with Mixed Static and Dynamic Topologies. | Lan Jin, Yi Pan |