| 2026 | AAAI | On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models. | Ding Cao, Yuchen Cai, Yuqing Huang, Xuesong He, Rongxi Guo, Guiquan Liu, Guangzhong Sun |
| 2026 | AAAI | CommitMoE: Efficient Fallback-Free MoE Inference with Offloading Under GPU Memory Constraints. | Han Li, Jingwei Sun, Junqing Lin, Guangzhong Sun |
| 2026 | DASFAA | Dual-Verbalizer with Label Correlation Modeling for Few-Shot Multi-Label Text Classification. | Zhiyi Tian, Jingwen Sun, Guangzhong Sun, Jingwei Sun, Yu He |
| 2026 | ICS | HOPO: Accelerating Multimodal Neural Networks Inference via Holistic Parallelism Optimization. | Yujie Zheng, Jingwei Sun, Han Li, Guangzhong Sun, Jing Li |
| 2026 | IWQoS | ClusterFi: Enabling Concurrent WiFi Backscatter Communication via Collided Signal Clustering. | Weiqi Wu, Wei Gong, Jingwei Sun, Guangzhong Sun |
| 2026 | KSEM | Complexity-Aware and Response Time Enhanced Knowledge Tracing. | Wangqian Li, Weiqi Wu, Jingwei Sun, Guangzhong Sun, Yu He |
| 2025 | ACL | Introducing Graph Context into Language Models through Parameter-Efficient Fine-Tuning for Lexical Relation Mining. | Jingwen Sun, Zhiyi Tian, Yu He, Jingwei Sun, Guangzhong Sun |
| 2025 | ICPP | A Fast Sparse Triangular Solve for Structured-grid Problems on Heterogeneous Processors. | Zhengding Hu, Yi Zong, Jingwei Sun, Wei Xue, Guangzhong Sun |
| 2025 | ISCA | Cambricon-SR: An Accelerator for Neural Scene Representation with Sparse Encoding Table. | Tianbo Liu, Xinkai Song, Zhifei Yue, Rui Wen, Xing Hu, Zhuoran Song, Yuanbo Wen, Yifan Hao, Wei Li, Zidong Du, Rui Zhang, Jiaming Guo, Di Huang, Shaohui Peng, Guangzhong Sun, Qi Guo, Tianshi Chen |
| 2025 | ICS | ConCo: Optimizing Compilation of Concurrent Tensor Programs on Shared GPU. | Jiamin Lu, Jingwei Sun, Yunlong Xu, Peng Sun, Guangzhong Sun |
| 2025 | KDD | Benchmarking and Defending against Indirect Prompt Injection Attacks on Large Language Models. | Jingwei Yi, Yueqi Xie, Bin Zhu, Emre Kiciman, Guangzhong Sun, Xing Xie, Fangzhao Wu |
| 2024 | ACL | On the Vulnerability of Safety Alignment in Open-Access LLMs. | Jingwei Yi, Rui Ye, Qisi Chen, Bin Zhu, Siheng Chen, Defu Lian, Guangzhong Sun, Xing Xie, Fangzhao Wu |
| 2024 | CIKM | A Learning-path based Supervised Method for Concept Prerequisite Relations Extraction in Educational Data. | Jingwen Sun, Yu He, Yiyu Xu, Jingwei Sun, Guangzhong Sun |
| 2024 | CLUSTER | Siesta: Synthesizing Proxy Applications for MPI Programs. | Jiyu Luo, Tao Yan, Qingguo Xu, Jingwei Sun, Guangzhong Sun |
| 2024 | EuroPar | DProbe: Profiling and Predicting Multi-tenant Deep Learning Workloads for GPU Resource Scaling. | Zechun Zhou, Jingwei Sun, Hengquan Mei, Peng Sun, Guangzhong Sun |
| 2024 | NAACL | Structured Pruning for Large Language Models Using Coupled Components Elimination and Minor Fine-tuning. | Honghe Zhang, Xiaolong Shi, Jingwei Sun, Guangzhong Sun |
| 2023 | ACL | Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark. | Wenjun Peng, Jingwei Yi, Fangzhao Wu, Shangxi Wu, Bin Zhu, Lingjuan Lyu, Binxing Jiao, Tong Xu, Guangzhong Sun, Xing Xie |
| 2023 | CLUSTER | GPU Occupancy Prediction of Deep Learning Models Using Graph Neural Network. | Hengquan Mei, Huaizhi Qu, Jingwei Sun, Yanjie Gao, Haoxiang Lin, Guangzhong Sun |
| 2023 | EMNLP | Longtriever: a Pre-trained Long Text Encoder for Dense Document Retrieval. | Junhan Yang, Zheng Liu, Chaozhuo Li, Guangzhong Sun, Xing Xie |
| 2023 | ICPP | EC-SpMM: Efficient Compilation of SpMM Kernel on GPUs. | Junqing Lin, Honghe Zhang, Xiaolong Shi, Jingwei Sun, Xianzhi Yu, Jun Yao, Guangzhong Sun |
| 2023 | KDD | UA-FedRec: Untargeted Attack on Federated News Recommendation. | Jingwei Yi, Fangzhao Wu, Bin Zhu, Jing Yao, Zhulin Tao, Guangzhong Sun, Xing Xie |
| 2022 | CIKM | Knowledge Enhanced Multi-Interest Network for the Generation of Recommendation Candidates. | Danyang Liu, Yuji Yang, Mengdi Zhang, Wei Wu, Xing Xie, Guangzhong Sun |
| 2022 | EMNLP | Effective and Efficient Query-aware Snippet Extraction for Web Search. | Jingwei Yi, Fangzhao Wu, Chuhan Wu, Xiaolong Huang, Binxing Jiao, Guangzhong Sun, Xing Xie |
| 2021 | EMNLP | Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation. | Jingwei Yi, Fangzhao Wu, Chuhan Wu, Ruixuan Liu, Guangzhong Sun, Xing Xie |
| 2021 | IJCNN | An Efficient Channel-level Pruning for CNNs without Fine-tuning. | Zhongtian Xu, Jingwei Sun, Yunjie Liu, Guangzhong Sun |
| 2021 | ISPA | A High Performance Computing Method for Noise Cross-Correlation Functions of Seismic Data. | Junwei Zhou, Qian Wei, Chao Wu, Guangzhong Sun |
| 2021 | ISPASS | Performance Analysis of Graph Neural Network Frameworks. | Junwei Wu, Jingwei Sun, Hao Sun, Guangzhong Sun |
| 2021 | KDD | Reinforced Anchor Knowledge Graph Generation for News Recommendation Reasoning. | Danyang Liu, Jianxun Lian, Zheng Liu, Xiting Wang, Guangzhong Sun, Xing Xie |
| 2020 | EDM | Assessing Student Contributions in Wiki-based Collaborative Writing System. | Tianyu Hu, Guangzhong Sun, Zhongtian Xu |
| 2020 | RecSys | KRED: Knowledge-Aware Document Representation for News Recommendations. | Danyang Liu, Jianxun Lian, Shiyin Wang, Ying Qiao, Jiun-Hung Chen, Guangzhong Sun, Xing Xie |
| 2019 | CIKM | News Graph: An Enhanced Knowledge Graph for News Recommendation. | Danyang Liu, Ting Bai, Jianxun Lian, Xin Zhao, Guangzhong Sun, Ji-Rong Wen, Xing Xie |
| 2019 | USENIX | Accelerating Rule-matching Systems with Learned Rankers. | Zhao Lucis Li, Chieh-Jan Mike Liang, Wei Bai, Qiming Zheng, Yongqiang Xiong, Guangzhong Sun |
| 2018 | IJCAI | Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach. | Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun |
| 2018 | KDD | xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems. | Jianxun Lian, Xiaohuan Zhou, Fuzheng Zhang, Zhongxia Chen, Xing Xie, Guangzhong Sun |
| 2018 | USENIX | Metis: Robustly Tuning Tail Latencies of Cloud Systems. | Zhao Lucis Li, Chieh-Jan Mike Liang, Wenjia He, Lianjie Zhu, Wenjun Dai, Jin Jiang, Guangzhong Sun |
| 2017 | ISPA | Automated Performance Modeling Based on Runtime Feature Detection and Machine Learning. | Jingwei Sun, Shiyan Zhan, Guangzhong Sun, Yong Chen |
| 2017 | KSEM | A Multifaceted Model for Cross Domain Recommendation Systems. | Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun |
| 2017 | WWW | CCCFNet: A Content-Boosted Collaborative Filtering Neural Network for Cross Domain Recommender Systems. | Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun |
| 2017 | WWW | Restaurant Survival Analysis with Heterogeneous Information. | Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun |
| 2017 | UIC | Poor performance discovery of college students based on behavior pattern. | Xi Zhang, Guangzhong Sun, Yigong Pan, Hao Sun, Jiali Tan |
| 2016 | UIC | Build Smart Campus Using Human Behavioral Data. | Guangzhong Sun, Yinghua Zhou, Jing Li |
| 2015 | ICDM | Lifting the Predictability of Human Mobility on Activity Trajectories. | Xianming Li, Defu Lian, Xing Xie, Guangzhong Sun |
| 2015 | UIC | A Scheme for Activity Trajectory Dataset Publishing with Privacy Preserved. | Xianming Li, Shen Wei, Guangzhong Sun |
| 2014 | ICDM | A Novel Dummy-Based Mechanism to Protect Privacy on Trajectories. | Xichen Wu, Guangzhong Sun |
| 2014 | KDD | GeoMF: joint geographical modeling and matrix factorization for point-of-interest recommendation. | Defu Lian, Cong Zhao, Xing Xie, Guangzhong Sun, Enhong Chen, Yong Rui |
| 2014 | PDCAT | A Novel Density Based Clustering Algorithm and its Parallelization. | Xiaokang Li, Binbin Yu, Yinghua Zhou, Guangzhong Sun |
| 2014 | SmartComp | A dynamic path planning algorithm for multi-core navigation device. | Simin Cheng, Yinghua Zhou, Guangzhong Sun |
| 2013 | ICDM | Reconstructing Individual Mobility from Smart Card Transactions: A Space Alignment Approach. | Nicholas Jing Yuan, Yingzi Wang, Fuzheng Zhang, Xing Xie, Guangzhong Sun |
| 2013 | MDM | An Efficient Pre-computation Technique for Approximation Distance Query in Road Networks. | Qiang Fu, Guangzhong Sun, Zhong Zhang |
| 2013 | PAKDD | Design, Conduct and Analysis of a Biased Voting Experiment on Human Behavior. | Cong Zhao, Guangzhong Sun, Ye Tian |
| 2012 | HPCC | Improve Indirect Branch Prediction with Private Cache in Dynamic Binary Translation. | Yin Liao, Haitao Jiang, Guangzhong Sun, Guojie Jin, Guoliang Chen |
| 2011 | KDD | Driving with knowledge from the physical world. | Jing Yuan, Yu Zheng, Xing Xie, Guangzhong Sun |
| 2010 | ISPA | Efficient Parallel Top-k Computation Algorithm Using Symmetry Breaking. | Chao Wu, Guangzhong Sun, Guo-Liang Chen |
| 2010 | MDM | Protecting Privacy in Location-Based Services Using K-Anonymity without Cloaked Region. | Neil Zhenqiang Gong, Guangzhong Sun, Xing Xie |
| 2010 | MDM | An Interactive-Voting Based Map Matching Algorithm. | Jing Yuan, Yu Zheng, Chengyang Zhang, Xing Xie, Guangzhong Sun |
| 2010 | NPC | Efficient Pipelining Parallel Methods for Image Compositing in Sort-Last Rendering. | Wei Fang, Guangzhong Sun, Peng Zheng, Tiening He, Guoliang Chen |
| 2010 | UIC | Drive Smartly as a Taxi Driver. | Yu Zheng, Jing Yuan, Wenlei Xie, Xing Xie, Guangzhong Sun |
| 2009 | ICA3PP | Parallel Algorithms for Solving Markov Decision Process. | Qi Zhang, Guangzhong Sun, Yinlong Xu |
| 2007 | EUC | A Selective Push Algorithm for Cooperative Cache Consistency Maintenance over MANETs. | Yu Huang, Beihong Jin, Jiannong Cao, Guangzhong Sun, Yulin Feng |
| 2007 | ICCS | Single Data Copying for MPI Communication Optimization on Shared Memory System. | Qiankun Miao, Guangzhong Sun, Jiulong Shan, Guoliang Chen |
| 2006 | PDCAT | Study on Scheduling Strategy for Global Computing Application. | Guangzhong Sun, Bin Fan, Guoliang Chen, Yinghua Zhou |
| 2005 | PDCAT | Incentives for Participating in a Hybrid Peer-to-Peer System. | Guangzhong Sun, Guoliang Chen, Junmin Wu |
| 2004 | ISPA | VAST: A Service Based Resource Integration System for Grid Society. | Jiulong Shan, Huaping Chen, Guangzhong Sun, Xin Chen |