| 2026 | AAAI | ARBench: Algorithmic Reasoner or API Alchemist? Evaluating LLMs Beyond API Calls. | Renbiao Liu, Chao-Zeng Ma, Anqi Li, Hui Sun, Xin-Ye Li, Ming Li |
| 2026 | AAAI | Dynamic-Static Synergistic Selection Method for Candidate Code Solutions with Generated Test Cases. | Renbiao Liu, Jiang-Tian Xue, Chao-Zeng Ma, Hui Sun, Xin-Ye Li, Ming Li |
| 2026 | ACL | Efficient Learned Data Compression via Dual-Stream Feature Decoupling. | Huidong Ma, Xinyan Shi, Hui Sun, Xiaofei Yue, Xiaoguang Liu, Gang Wang, Wentong Cai |
| 2026 | ACL | AgentGC: Evolutionary Learning-based Lossless Compression for Genomics Data with LLM-driven Multiple Agent. | Hui Sun, Yanfeng Ding, Huidong Ma, Chang Xu, Keyan Jin, Lizheng Zu, Cheng Zhong, Xiaoguang Liu, Gang Wang, Wentong Cai |
| 2026 | HPDC | Group-TopK: Optimizing Distributed Training on Edge Devices via Communication Compression. | Yifan Wang, Xiaohui Peng, Haohao Ma, Hui Sun, Deke Guo, Boyu Diao |
| 2026 | WWW | OneTrans: Unified Feature Interaction and Sequence Modeling with One Transformer in Industrial Recommender. | Zhaoqi Zhang, Haolei Pei, Jun Guo, Tianyu Wang, Yufei Feng, Hui Sun, Shaowei Liu, Aixin Sun |
| 2025 | AAAI | Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks. | Hui Sun, Liping Yi, Huidong Ma, Yongxia Sun, Yingfeng Zheng, Wenwen Cui, Meng Yan, Gang Wang, Xiaoguang Liu |
| 2025 | ICASSP | Multi-source Data Lossless Compression via Parallel Expansion Mapping and xLSTM. | Huidong Ma, Hui Sun, Liping Yi, Xiaoguang Liu, Gang Wang |
| 2025 | ICASSP | Adaptive Lossless Compression for Genomics Data by Multiple (s, k)-mer Encoding and XLSTM. | Hui Sun, Yanfeng Ding, Liping Yi, Huidong Ma, Haonan Xie, Gang Wang, Xiaoguang Liu |
| 2025 | ICCV | Mdp | Hui Sun, Shiyin Lu, Huanyu Wang, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Ming Li |
| 2025 | ICML | Revisiting Chain-of-Thought in Code Generation: Do Language Models Need to Learn Reasoning before Coding? | Renbiao Liu, Anqi Li, Chaoding Yang, Hui Sun, Ming Li |
| 2025 | ISCAS | MCG-STNet: Multi-level Cross-view Graph Convolution Networks for Spatio-Temporal Forecasting. | Hexiang Liu, Qilong Han, Jingyu Sheng, Dan Lu, Min Zheng, Hui Sun |
| 2025 | KDD | PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics Database. | Hui Sun, Yanfeng Ding, Liping Yi, Huidong Ma, Gang Wang, Xiaoguang Liu, Cheng Zhong, Wentong Cai |
| 2025 | NAACL | Enhancing the Prototype Network with Local-to-Global Optimization for Few-Shot Relation Extraction. | Hui Sun, Rongxin Chen |
| 2025 | WWW | MSDZip: Universal Lossless Compression for Multi-source Data via Stepwise-parallel and Learning-based Prediction. | Huidong Ma, Hui Sun, Liping Yi, Yanfeng Ding, Xiaoguang Liu, Gang Wang |
| 2025 | SC | gParaKV: A GPGPU-accelerated Key-Value Separation-based KV Store with Optimized Compaction and Garbage Collection. | Hui Sun, Xiangxiang Jiang, Xiao Qin, Song Jiang, Enhui Wang |
| 2024 | DCC | LRCB: A Comprehensive Benchmark Evaluation of Reference-free Lossless Compression Tools for Genomics Sequencing Long Reads Data. | Hui Sun, Huidong Ma, Yingfeng Zheng, Haonan Xie, Meng Yan, Cheng Zhong, Xiaoguang Liu, Gang Wang |
| 2024 | HPCC | A Window-Driven Compaction Mechanism in LSM-tree-based Key-Value Stores through Near-Data Processing. | Hui Sun, Rui Jin, Jiaming Huang, Yinliang Yue, Xiao Qin |
| 2024 | ICML | Ambiguity-Aware Abductive Learning. | Hao-Yuan He, Hui Sun, Zheng Xie, Ming Li |
| 2024 | IGARSS | SAR Neural Radiance Fields with Multi-Resolution Hash Encoding. | Zhengxin Lei, Hui Sun, Feng Xu |
| 2023 | AAAI | Cooperative and Adversarial Learning: Co-enhancing Discriminability and Transferability in Domain Adaptation. | Hui Sun, Zheng Xie, Xin-Ye Li, Ming Li |
| 2023 | AAAI | Semi-supervised Learning with Support Isolation by Small-Paced Self-Training. | Zheng Xie, Hui Sun, Ming Li |
| 2023 | ICPADS | SR2C: A Structurally Redundant Short Reads Collapser for Optimizing DNA Data Compression. | Hui Sun, Huidong Ma, Yingfeng Zheng, Haonan Xie, Xiaofei Wang, Xiaoguang Liu, Gang Wang |
| 2023 | IECON | Research on Control Strategy of Flexible Interconnection Device Based on Self-Synchronous Voltage Source. | Hui Sun, Jinjin Ding, Bo Peng, Feng Zhang, Cunliang Zhang, Huafeng Xiao |
| 2023 | WWW | Clustered Embedding Learning for Recommender Systems. | Yizhou Chen, Guangda Huzhang, Anxiang Zeng, Qingtao Yu, Hui Sun, Heng-Yi Li, Jingyi Li, Yabo Ni, Han Yu, Zhiming Zhou |
| 2022 | MICCAI | A More Design-Flexible Medical Transformer for Volumetric Image Segmentation. | Xin You, Yun Gu, Junjun He, Hui Sun, Jie Yang |
| 2021 | CogSci | Native perception of non-native speech: Speaker accent mitigates penalization for language errors in non-native speech unless the listener is conscientious. | Hui Sun, Petar Milin, Dagmar Divjak |
| 2020 | INFOCOM | RSSI or LQI: Insights from Real-Time Deployments for Underground Sensing and Applications. | Alok Ranjan, Himanshu Bhushan Sahu, Prasant Misra, Yanxiao Zhao, Hui Sun |
| 2020 | NPC | LCache: Machine Learning-Enabled Cache Management in Near-Data Processing-Based Solid-State Disks. | Hui Sun, Shangshang Dai, Qiao Cui, Jianzhong Huang |
| 2019 | HPCC | Exploring Cascaded Write Amplification in LSM-Tree Based Key-Value Stores with Solid-State Disks. | Hui Sun, Shangshang Dai, Jianzhong Huang |
| 2019 | ICPP | Near-Data Processing-Enabled and Time-Aware Compaction Optimization for LSM-tree-based Key-Value Stores. | Hui Sun, Wei Liu, Jianzhong Huang, Song Fu, Zhi Qiao, Weisong Shi |
| 2019 | MICCAI | Learning Cross-Modal Deep Representations for Multi-Modal MR Image Segmentation. | Cheng Li, Hui Sun, Zaiyi Liu, Meiyun Wang, Hairong Zheng, Shanshan Wang |
| 2018 | HCI | Risk Cognition Variables and Flight Exceedance Behaviors of Airline Transport Pilots. | Lei Wang, Jingyi Zhang, Hui Sun, Yong Ren |
| 2018 | ISPA | Effective Phishing Website Detection Based on Improved BP Neural Network and Dual Feature Evaluation. | Erzhou Zhu, Dong Liu, Chengcheng Ye, Feng Liu, Xuejun Li, Hui Sun |
| 2017 | APWEB | SET: Secure and Efficient Top-k Query in Two-Tiered Wireless Sensor Networks. | Xiaoying Zhang, Hui Peng, Lei Dong, Hong Chen, Hui Sun |
| 2017 | CIS | Agent-Based Simulation of Evacuation Considering Extreme Weather in Tourist Areas. | Lei Li, Lindi Xiao, Meng Zhang, Jingyi Kong, Hui Sun |
| 2017 | HCI | A Landing Operation Performance Evaluation System Based on Flight Data. | Lei Wang, Yong Ren, Hui Sun, Chuanting Dong |
| 2017 | ICONIP | Firefly Algorithm for Demand Estimation of Water Resources. | Hui Wang, Zhihua Cui, Wenjun Wang, Xinyu Zhou, Jia Zhao, Li Lv, Hui Sun |
| 2017 | SMC | The common-source digital upsets analysis by MDHMM for control system performance. | Rui Wang, Hui Sun, Yanxiao Li, Youmin Zhang |
| 2016 | APWEB | A Collaborative Join Scheme on a MIC-Based Heterogeneous Platform. | Kailai Zhou, Hui Sun, Hong Chen, Tianzhen Wu, Cuiping Li |
| 2016 | CEC | Using opposition-based learning to enhance differential evolution: A comparative study. | Wenjun Wang, Hui Wang, Hui Sun, Shahryar Rahnamayan |
| 2016 | CEC | Adaptive firefly algorithm with alternative search. | Hui Wang, Wenjun Wang, Hui Sun, Jia Zhao, Xiang Yu, Li Lv, Huasheng Zhu |
| 2016 | GPC | Mining Frequent Attack Sequence in Web Logs. | Hui Sun, Jianhua Sun, Hao Chen |
| 2016 | ICCCN | Performance Analysis of a Hop-by-Hop Relay Selection Strategy in Multi-Hop Networks. | Hui Sun, Mort Naraghi-Pour |
| 2016 | TrustCom | A Skew-Insensitive Hashing Sync and Construction Scheme for Many-Core Coprocessors. | Kailai Zhou, Hong Chen, Hui Sun, Cuiping Li |
| 2015 | CEC | A modified cuckoo search algorithm for flow shop scheduling problem with blocking. | Hui Wang, Wenjun Wang, Hui Sun, Changhe Li, Shahryar Rahnamayan, Yong Liu |
| 2014 | SMC | A guided Hopfield evolutionary algorithm with local search for maximum clique problem. | Gang Yang, Xirong Li, Jieping Xu, Qin Jin, Hui Sun |
| 2013 | MASCOTS | Measuring and Analyzing Write Amplification Characteristics of Solid State Disks. | Hui Sun, Xiao Qin, Fei Wu, Changsheng Xie |
| 2012 | ICONIP | EEG-Based Fatigue Classification by Using Parallel Hidden Markov Model and Pattern Classifier Combination. | Hui Sun, Bao-Liang Lu |
| 2011 | APSCC | Analysis of the File System and Block IO Scheduler for SSD in Performance and Energy Consumption. | Hui Sun, Rui Zeng, Jin Cheng, Lei Liu, Fei Wu, Changsheng Xie |
| 2011 | CIS | The Analysis of Influence Factors of the Confidence Level on University Students' Network Shopping. | Junfeng He, Hui Sun |
| 2010 | GRC | Shearlet Threshold Denoising Method Based on Two Sub-swarm Exchange Particle Swarm Optimization. | Hui Sun, Jia Zhao |
| 2010 | GRC | A Novel Two Sub-swarms Exchange Particle Swarm Optimization Based on Multi-phases. | Jia Zhao, Li L, Hui Sun, Xing-Wang Zhang |
| 2010 | MICCAI | Automatic Cardiac MRI Segmentation Using a Biventricular Deformable Medial Model. | Hui Sun, Alejandro F. Frangi, Hongzhi Wang, Federico Sukno, Catalina Tobon-Gomez, Paul A. Yushkevich |
| 2008 | CEC | An improved Particle Swarm Optimization with adaptive jumps. | Hui Wang, Yong Liu, Zhijian Wu, Hui Sun, Sanyou Zeng, Lishan Kang |
| 2008 | GRC | Research of Information Retrieval Method based on Fuzzy Rough Sets Theory. | Dekun Tan, Hui Sun, Minjun Deng |
| 2008 | MICCAI | Cardiac Medial Modeling and Time-Course Heart Wall Thickness Analysis. | Hui Sun, Brian B. Avants, Alejandro F. Frangi, Federico Sukno, James C. Gee, Paul A. Yushkevich |
| 2007 | GRC | Application of Swarm Intelligence Algorithm to Improve on Multiple Regression. | Su-Fen Chen, Hui Sun |
| 2007 | GRC | Properties of Rough Sets in Normed Linear Space and its Proof. | Hui Sun, Ying Wang, LinLin He, Qing Liu |
| 2007 | MICCAI | Evaluation of Shape-Based Normalization in the Corpus Callosum for White Matter Connectivity Analysis. | Hui Sun, Paul A. Yushkevich, Hui Zhang, Philip A. Cook, Jeffrey T. Duda, Tony J. Simon, James C. Gee |
| 2007 | NPC | Algorithms for the m-Coverage Problem and k-Connected m-Coverage Problem in Wireless Sensor Networks. | Deying Li, Jiannong Cao, Dongsheng Liu, Ying Yu, Hui Sun |
| 2006 | CVPR | Efficient Generation of Shape-Based Reference Frames for the Corpus Callosum for DTI-based Connectivity Analysis. | Hui Sun, Paul A. Yushkevich, Hui Zhang, James C. Gee, Tony J. Simon |
| 2006 | MDM | Modeling and Predicting Future Trajectories of Moving Objects in a Constrained Network. | Jidong Chen, Xiaofeng Meng, Yanyan Guo, Stphane Grumbach, Hui Sun |
| 2005 | ISNN | Nighttime Pedestrian Detection with a Normal Camera Using SVM Classifier. | Qiming Tian, Hui Sun, Yupin Luo, Dongcheng Hu |
| 2004 | ICIG | A multi-stage classifier based algorithm of pedestrian detection in night with a near infrared camera in a moving car. | Hui Sun, Chengying Hua, Yupin Luo |
| 2004 | ISNN | An Optimized Shunt Hybrid Power Quality Conditioner Based on an Adaptive Neural Network for Power Quality Improvement in Power Distribution Network. | Ming Zhang, Hui Sun, Jiyan Zou, Hang Su |
| 2003 | Interspeech | Using word confidence measure for OOV words detection in a spontaneous spoken dialog system. | Hui Sun, Guoliang Zhang, Fang Zheng, Mingxing Xu |
| 1990 | ICTAI | OKBMS: An object-oriented knowledge base management system. | Zhongzhi Shi, Jianming Wu, Hui Sun, Jinxi Xu |