Guangzhong Sun

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 71

Top Venues

Publications

Hao Sun, Li Shen, Qihuang Zhong, Liang Ding, Shixiang Chen, Jingwei Sun, Jing Li, Guangzhong Sun, Dacheng Tao
AdaSAM: Boosting sharpness-aware minimization with adaptive learning rate and momentum for training deep neural networks. Neural Networks 169 (2024)
Yu He, Yigong Pan, Xinying Hu, Guangzhong Sun
Pool-based active learning framework for concept prerequisite learning. J. Intell. Fuzzy Syst. 46 (1) (2024)
Zhengding Hu, Jingwei Sun, Zhongyang Li, Guangzhong Sun
PckGNN: Optimizing Aggregation Operators with Packing Strategies in Graph Neural Networks. IPDPS (2024)
Jingwei Yi, Rui Ye, Qisi Chen, Bin Zhu, Siheng Chen, Defu Lian, Guangzhong Sun, Xing Xie, Fangzhao Wu
On the Vulnerability of Safety Alignment in Open-Access LLMs. ACL (Findings) (2024)
Tao Yan, Qingguo Xu, Jiyu Luo, Jingwei Sun, Guangzhong Sun
Synthesizing Proxy Applications for MPI Programs. CoRR (2023)
Hao Sun, Li Shen, Shixiang Chen, Jingwei Sun, Jing Li, Guangzhong Sun, Dacheng Tao
FedLALR: Client-Specific Adaptive Learning Rates Achieve Linear Speedup for Non-IID Data. CoRR (2023)
Junqing Lin, Honghe Zhang, Xiaolong Shi, Jingwei Sun, Xianzhi Yu, Jun Yao, Guangzhong Sun
EC-SpMM: Efficient Compilation of SpMM Kernel on GPUs. ICPP (2023)
Hengquan Mei, Huaizhi Qu, Jingwei Sun, Yanjie Gao, Haoxiang Lin, Guangzhong Sun
GPU Occupancy Prediction of Deep Learning Models Using Graph Neural Network. CLUSTER (2023)
Junhan Yang, Zheng Liu, Chaozhuo Li, Guangzhong Sun, Xing Xie
Longtriever: a Pre-trained Long Text Encoder for Dense Document Retrieval. EMNLP (2023)
Hao Sun, Li Shen, Qihuang Zhong, Liang Ding, Shixiang Chen, Jingwei Sun, Jing Li, Guangzhong Sun, Dacheng Tao
AdaSAM: Boosting Sharpness-Aware Minimization with Adaptive Learning Rate and Momentum for Training Deep Neural Networks. CoRR (2023)
Wenjun Peng, Jingwei Yi, Fangzhao Wu, Shangxi Wu, Bin Zhu, Lingjuan Lyu, Binxing Jiao, Tong Xu, Guangzhong Sun, Xing Xie
Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark. CoRR (2023)
Jingwei Yi, Yueqi Xie, Bin Zhu, Keegan Hines, Emre Kiciman, Guangzhong Sun, Xing Xie, Fangzhao Wu
Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models. CoRR (2023)
Yigong Pan, Ke Tang, Guangzhong Sun
Theoretical guarantee for crowdsourcing learning with unsure option. Pattern Recognit. 137 (2023)
Tao Yan, Qingguo Xu, Jiyu Luo, Jingwei Sun, Guangzhong Sun
Scalable Tracing of MPI Events and Performance Metrics. IPDPS Workshops (2023)
Jingwei Yi, Fangzhao Wu, Bin Zhu, Jing Yao, Zhulin Tao, Guangzhong Sun, Xing Xie
UA-FedRec: Untargeted Attack on Federated News Recommendation. KDD (2023)
Zechun Zhou, Jingwei Sun, Guangzhong Sun
Automated HPC Workload Generation Combining Statistical Modeling and Autoregressive Analysis. Bench (2023)
Wenjun Peng, Jingwei Yi, Fangzhao Wu, Shangxi Wu, Bin Zhu, Lingjuan Lyu, Binxing Jiao, Tong Xu, Guangzhong Sun, Xing Xie
Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark. ACL (1) (2023)
Wenbo Zhang, Jingwei Sun, Guangzhong Sun
Accelerating GNN Inference by Soft Channel Pruning. PAAP (2022)
Jingwei Yi, Fangzhao Wu, Chuhan Wu, Xiaolong Huang, Binxing Jiao, Guangzhong Sun, Xing Xie
Effective and Efficient Query-aware Snippet Extraction for Web Search. CoRR (2022)
Danyang Liu, Yuji Yang, Mengdi Zhang, Wei Wu, Xing Xie, Guangzhong Sun
Knowledge Enhanced Multi-Interest Network for the Generation of Recommendation Candidates. CIKM (2022)
Jingwei Sun, Tao Yan, Hao Sun, Huancheng Lin, Guangzhong Sun
Lossy Compression of Communication Traces Using Recurrent Neural Networks. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Yu He, Hailin Wang, Yigong Pan, Yinghua Zhou, Guangzhong Sun
Exercise recommendation method based on knowledge tracing and concept prerequisite relations. CCF Trans. Pervasive Comput. Interact. 4 (4) (2022)
Jingwei Yi, Fangzhao Wu, Huishuai Zhang, Bin Zhu, Tao Qi, Guangzhong Sun, Xing Xie
Robust Quantity-Aware Aggregation for Federated Learning. CoRR (2022)
Jingwei Yi, Fangzhao Wu, Bin Zhu, Yang Yu, Chao Zhang, Guangzhong Sun, Xing Xie
UA-FedRec: Untargeted Attack on Federated News Recommendation. CoRR (2022)
Jingwei Yi, Fangzhao Wu, Chuhan Wu, Xiaolong Huang, Binxing Jiao, Guangzhong Sun, Xing Xie
Effective and Efficient Query-aware Snippet Extraction for Web Search. EMNLP (2022)
Junhan Yang, Zheng Liu, Shitao Xiao, Jianxun Lian, Lijun Wu, Defu Lian, Guangzhong Sun, Xing Xie
A Mutually Reinforced Framework for Pretrained Sentence Embeddings. CoRR (2022)
Chao Wu, Xing Tan, Huikun Li, Guangzhong Sun
An Efficient Ambient Noise Cross-Correlation Algorithm on Heterogeneous CPU-GPU Cluster. PAAP (2022)
Yunzhuo Wang, Jianfeng Li, Liangying Zhou, Jingwei Sun, Guangzhong Sun
Multi-Net strategy: Accelerating physics-informed neural networks for solving partial differential equations. Softw. Pract. Exp. 52 (12) (2022)
Junwei Zhou, Qian Wei, Chao Wu, Guangzhong Sun
A High Performance Computing Method for Noise Cross-Correlation Functions of Seismic Data. ISPA/BDCloud/SocialCom/SustainCom (2021)
Zihan Zheng, Peichen Xie, Xian Zhang, Shuo Chen, Yang Chen, Xiaobing Guo, Guangzhong Sun, Guangyu Sun, Lidong Zhou
Agatha: Smart Contract for DNN Computation. CoRR (2021)
Yuze Qin, Guangzhong Sun, Jianfeng Li, Tianyu Hu, Yu He
SCG_FBS: A Code Grading Model for Students' Program in Programming Education. ICMLC (2021)
Danyang Liu, Jianxun Lian, Zheng Liu, Xiting Wang, Guangzhong Sun, Xing Xie
Reinforced Anchor Knowledge Graph Generation for News Recommendation Reasoning. KDD (2021)
Zhongtian Xu, Jingwei Sun, Yunjie Liu, Guangzhong Sun
An Efficient Channel-level Pruning for CNNs without Fine-tuning. IJCNN (2021)
Jingwei Yi, Fangzhao Wu, Chuhan Wu, Ruixuan Liu, Guangzhong Sun, Xing Xie
Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation. EMNLP (1) (2021)
Junwei Wu, Jingwei Sun, Hao Sun, Guangzhong Sun
Performance Analysis of Graph Neural Network Frameworks. ISPASS (2021)
Jingwei Yi, Fangzhao Wu, Chuhan Wu, Ruixuan Liu, Guangzhong Sun, Xing Xie
Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation. CoRR (2021)
Xinying Hu, Yu He, Guangzhong Sun
Active Learning for Concept Prerequisite Learning in Wikipedia. ICMLC (2021)
Yunzhuo Wang, Hao Sun, Guangzhong Sun
DSP-PIGAN: A Precision-Consistency Machine Learning Algorithm for Solving Partial Differential Equations. ICMLC (2021)
Junhan Yang, Zheng Liu, Shitao Xiao, Chaozhuo Li, Defu Lian, Sanjay Agrawal, Amit Singh, Guangzhong Sun, Xing Xie
GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph. NeurIPS (2021)
Junhan Yang, Zheng Liu, Shitao Xiao, Chaozhuo Li, Guangzhong Sun, Xing Xie
GraphFormers: GNN-nested Language Models for Linked Text Representation. CoRR (2021)
Junhan Yang, Zheng Liu, Bowen Jin, Jianxun Lian, Defu Lian, Akshay Soni, Eun Yong Kang, Yajun Wang, Guangzhong Sun, Xing Xie
Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks. CoRR (2021)
Jingwei Yi, Fangzhao Wu, Chuhan Wu, Qifei Li, Guangzhong Sun, Xing Xie
DebiasedRec: Bias-aware User Modeling and Click Prediction for Personalized News Recommendation. CoRR (2021)
Hao Sun, Yunzhuo Wang, Jingwei Sun, Guangzhong Sun
Fast Training of POI Recommendation Models Using Gradient Compression. SpatialDI (2020)
Wenju Zhou, Jiepeng Zhang, Jingwei Sun, Guangzhong Sun
Using Small-Scale History Data to Predict Large-Scale Performance of HPC Application. IPDPS Workshops (2020)
Tianyu Hu, Guangzhong Sun, Zhongtian Xu
Assessing Student Contributions in Wiki-based Collaborative Writing System. EDM (2020)
Xianming Li, Guangzhong Sun
A Solution to Privacy Preservation in Publishing Human Trajectories. KSII Trans. Internet Inf. Syst. 14 (8) (2020)
Yu He, Xinying Hu, Zhongtian Xu, Guangzhong Sun
KT-XL: A Knowledge Tracing Model for Predicting Learning Performance Based on Transformer-XL. ACM TUR-C (2020)
Jiepeng Zhang, Jingwei Sun, Wenju Zhou, Guangzhong Sun
An Active Learning Method for Empirical Modeling in Performance Tuning. IPDPS (2020)
Danyang Liu, Jianxun Lian, Shiyin Wang, Ying Qiao, Jiun-Hung Chen, Guangzhong Sun, Xing Xie
KRED: Knowledge-Aware Document Representation for News Recommendations. RecSys (2020)
Jingwei Sun, Guangzhong Sun, Shiyan Zhan, Jiepeng Zhang, Yong Chen
Automated Performance Modeling of HPC Applications Using Machine Learning. IEEE Trans. Computers 69 (5) (2020)
Zhao Lucis Li, Chieh-Jan Mike Liang, Wei Bai, Qiming Zheng, Yongqiang Xiong, Guangzhong Sun
Accelerating Rule-matching Systems with Learned Rankers. USENIX Annual Technical Conference (2019)
Yigong Pan, Guangzhong Sun
CLS-PROG: an intelligent tool for classifying programs in online judge systems. ACM TUR-C (2019)
Yu He, Xinying Hu, Guangzhong Sun
A cognitive diagnosis framework based on peer assessment. ACM TUR-C (2019)
Danyang Liu, Ting Bai, Jianxun Lian, Xin Zhao, Guangzhong Sun, Ji-Rong Wen, Xing Xie
News Graph: An Enhanced Knowledge Graph for News Recommendation. KaRS@CIKM (2019)
Zihang Zhang, Jingwei Sun, Jiepeng Zhang, Yuze Qin, Guangzhong Sun
Constructing Skeleton for Parallel Applications with Machine Learning Methods. ICPP Workshops (2019)
Danyang Liu, Jianxun Lian, Ying Qiao, Jiun-Hung Chen, Guangzhong Sun, Xing Xie
Fast and Accurate Knowledge-Aware Document Representation Enhancement for News Recommendations. CoRR (2019)
Xi Zhang, Guangzhong Sun, Yigong Pan, Hao Sun, Yu He, Jiali Tan
Students performance modeling based on behavior pattern. J. Ambient Intell. Humaniz. Comput. 9 (5) (2018)
Zhao Lucis Li, Chieh-Jan Mike Liang, Wenjia He, Lianjie Zhu, Wenjun Dai, Jin Jiang, Guangzhong Sun
Metis: Robustly Tuning Tail Latencies of Cloud Systems. USENIX Annual Technical Conference (2018)
Jianxun Lian, Xiaohuan Zhou, Fuzheng Zhang, Zhongxia Chen, Xing Xie, Guangzhong Sun
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems. KDD (2018)
Wenju Zhou, Yigong Pan, Yinghua Zhou, Guangzhong Sun
The framework of a new online judge system for programming education. TURC (2018)
Jianxun Lian, Xiaohuan Zhou, Fuzheng Zhang, Zhongxia Chen, Xing Xie, Guangzhong Sun
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems. CoRR (2018)
Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun
Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach. IJCAI (2018)
Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun
A Multifaceted Model for Cross Domain Recommendation Systems. KSEM (2017)
Jingwei Sun, Shiyan Zhan, Guangzhong Sun, Yong Chen
Automated Performance Modeling Based on Runtime Feature Detection and Machine Learning. ISPA/IUCC (2017)
Hao Fu, Xing Xie, Yong Rui, Neil Zhenqiang Gong, Guangzhong Sun, Enhong Chen
Robust Spammer Detection in Microblogs: Leveraging User Carefulness. ACM Trans. Intell. Syst. Technol. 8 (6) (2017)
Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun
CCCFNet: A Content-Boosted Collaborative Filtering Neural Network for Cross Domain Recommender Systems. WWW (Companion Volume) (2017)
Jianxun Lian, Fuzheng Zhang, Xing Xie, Guangzhong Sun
Restaurant Survival Analysis with Heterogeneous Information. WWW (Companion Volume) (2017)
Xi Zhang, Guangzhong Sun, Yigong Pan, Hao Sun, Jiali Tan
Poor performance discovery of college students based on behavior pattern. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Jingwei Sun, Guangzhong Sun
SPLZ: An efficient algorithm for single source shortest path problem using compression method. GeoInformatica 20 (1) (2016)
Hao Fu, Xing Xie, Yong Rui, Defu Lian, Guangzhong Sun, Enhong Chen
Predicting Social Status via Social Networks: A Case Study on University, Occupation, and Region. CoRR (2016)
Guangzhong Sun, Yinghua Zhou, Jing Li
Build Smart Campus Using Human Behavioral Data. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016)
Xianming Li, Shen Wei, Guangzhong Sun
A Scheme for Activity Trajectory Dataset Publishing with Privacy Preserved. UIC/ATC/ScalCom (2015)
Guangzhong Sun, Yang Yue, Xing Xie
Highlights from ACM SIGSPATIAL China chapter in 2014. ACM SIGSPATIAL Special 7 (1) (2015)
Xianming Li, Defu Lian, Xing Xie, Guangzhong Sun
Lifting the Predictability of Human Mobility on Activity Trajectories. ICDM Workshops (2015)
Xiaokang Li, Binbin Yu, Yinghua Zhou, Guangzhong Sun
A Novel Density Based Clustering Algorithm and its Parallelization. PDCAT (2014)
Binbin Yu, Simin Cheng, Dan Wang, Xichen Wu, Hongkun Mai, Guangzhong Sun
A Parallel Implementation of Acoustic Propagation Model on Cloud Platform. PAAP (2014)
Jingwei Sun, Guangzhong Sun
SPLZ: An Efficient Algorithm for Single Source Shortest Path Problem Using Compression Method. CoRR (2014)
Xichen Wu, Guangzhong Sun
A Novel Dummy-Based Mechanism to Protect Privacy on Trajectories. ICDM Workshops (2014)
Guangzhong Sun
Highlights from ACM SIGSPATIAL China Chapter in 2013. ACM SIGSPATIAL Special 6 (1) (2014)
Defu Lian, Cong Zhao, Xing Xie, Guangzhong Sun, Enhong Chen, Yong Rui
GeoMF: joint geographical modeling and matrix factorization for point-of-interest recommendation. KDD (2014)
Simin Cheng, Yinghua Zhou, Guangzhong Sun
A dynamic path planning algorithm for multi-core navigation device. SMARTCOMP Workshops (2014)
Qiang Fu, Guangzhong Sun, Zhong Zhang
An Efficient Pre-computation Technique for Approximation Distance Query in Road Networks. MDM (2) (2013)
Jing Yuan, Yu Zheng, Xing Xie, Guangzhong Sun
T-Drive: Enhancing Driving Directions with Taxi Drivers' Intelligence. IEEE Trans. Knowl. Data Eng. 25 (1) (2013)
Nicholas Jing Yuan, Yingzi Wang, Fuzheng Zhang, Xing Xie, Guangzhong Sun
Reconstructing Individual Mobility from Smart Card Transactions: A Space Alignment Approach. ICDM (2013)
Jiaoyun Yang, Yun Xu, Guangzhong Sun, Yi Shang
A New Progressive Algorithm for a Multiple Longest Common Subsequences Problem and Its Efficient Parallelization. IEEE Trans. Parallel Distributed Syst. 24 (5) (2013)
Cong Zhao, Guangzhong Sun, Ye Tian
Design, Conduct and Analysis of a Biased Voting Experiment on Human Behavior. BSI@PAKDD/BSIC@IJCAI (2013)
Haoran Yu, Guangzhong Sun, Min Lv
Users sleeping time analysis based on micro-blogging data. UbiComp (2012)
Jing Yuan, Guangzhong Sun, Tao Luo, Defu Lian, Guoliang Chen
Efficient processing of top-k queries: selective NRA algorithms. J. Intell. Inf. Syst. 39 (3) (2012)
Yin Liao, Haitao Jiang, Guangzhong Sun, Guojie Jin, Guoliang Chen
Improve Indirect Branch Prediction with Private Cache in Dynamic Binary Translation. HPCC-ICESS (2012)
Jing Yuan, Yu Zheng, Liuhang Zhang, Xing Xie, Guangzhong Sun
Where to find my next passenger. UbiComp (2011)
Jing Yuan, Yu Zheng, Xing Xie, Guangzhong Sun
Driving with knowledge from the physical world. KDD (2011)
Ming Qi, Guangzhong Sun, Guoliang Chen
Parallel and SIMD Optimization of Image Feature Extraction. ICCS (2011)
Tao Luo, Guangzhong Sun, Guoliang Chen
Performance Optimization of Top-k Queries on GPU. PAAP (2011)
Qiankun Miao, Guangzhong Sun, Jiulong Shan, Guoliang Chen
Parallelization and optimization of Mfold on shared memory system. Parallel Comput. 36 (9) (2010)
Yu Zheng, Jing Yuan, Wenlei Xie, Xing Xie, Guangzhong Sun
Drive Smartly as a Taxi Driver. UIC/ATC Workshops (2010)
Jing Yuan, Yu Zheng, Chengyang Zhang, Xing Xie, Guangzhong Sun
An Interactive-Voting Based Map Matching Algorithm. Mobile Data Management (2010)
Jing Yuan, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, Guangzhong Sun, Yan Huang
T-drive: driving directions based on taxi trajectories. GIS (2010)
Jing Yuan, Guangzhong Sun, Zhong Zhang, Nenghai Yu
CkNN monitoring based on parallel pre-computing. Geoinformatics (2010)
Neil Zhenqiang Gong, Guangzhong Sun, Xing Xie
Protecting Privacy in Location-Based Services Using K-Anonymity without Cloaked Region. Mobile Data Management (2010)
Chao Wu, Guangzhong Sun, Guo-Liang Chen
Efficient Parallel Top-k Computation Algorithm Using Symmetry Breaking. ISPA (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Guangzhong Sun