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2020 – today
- 2024
[c16]Chenyang An, Zhibo Chen, Qihao Ye, Emily First, Letian Peng, Jiayun Zhang, Zihan Wang, Sorin Lerner, Jingbo Shang:
Learn from Failure: Fine-tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving. ACL (1) 2024: 776-790- [c15]Jiayun Zhang
, Shuheng Li, Haiyu Huang, Zihan Wang, Xiaohan Fu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
How Few Davids Improve One Goliath: Federated Learning in Resource-Skewed Edge Computing Environments. WWW 2024: 2976-2985 - [i6]Chenyang An, Zhibo Chen, Qihao Ye, Emily First, Letian Peng, Jiayun Zhang, Zihan Wang, Sorin Lerner, Jingbo Shang:
Learn from Failure: Fine-Tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving. CoRR abs/2404.07382 (2024) - 2023
- [j4]Qingyuan Gong, Yushan Liu, Jiayun Zhang, Yang Chen, Qi Li, Yu Xiao, Xin Wang, Pan Hui:
Detecting Malicious Accounts in Online Developer Communities Using Deep Learning. IEEE Trans. Knowl. Data Eng. 35(10): 10633-10649 (2023) - [c14]Xiyuan Zhang, Ranak Roy Chowdhury, Jiayun Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
Unleashing the Power of Shared Label Structures for Human Activity Recognition. CIKM 2023: 3340-3350 - [c13]Jiayun Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework. IJCAI 2023: 2450-2458 - [c12]Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework. KDD 2023: 3297-3308 - [c11]Xiyuan Zhang, Xiaohan Fu, Diyan Teng, Chengyu Dong, Keerthivasan Vijayakumar, Jiayun Zhang, Ranak Roy Chowdhury, Junsheng Han, Dezhi Hong, Rashmi Kulkarni, Jingbo Shang, Rajesh K. Gupta:
Physics-Informed Data Denoising for Real-Life Sensing Systems. SenSys 2023: 83-96 - [i5]Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
Federated Learning with Client-Exclusive Classes. CoRR abs/2301.00489 (2023) - [i4]Xiyuan Zhang, Xiaohan Fu, Diyan Teng, Chengyu Dong, Keerthivasan Vijayakumar, Jiayun Zhang, Ranak Roy Chowdhury, Junsheng Han, Dezhi Hong, Rashmi Kulkarni, Jingbo Shang, Rajesh Gupta:
Physics-Informed Data Denoising for Real-Life Sensing Systems. CoRR abs/2311.06968 (2023) - 2022
- [c10]Yanheng Liu, Jiao Lu, Geng Sun, Lingling Liu, Jiayun Zhang:
Optical Power Coverage Optimization for UAV-enabled Visible Light Communication. ICC 2022: 1-6 - [c9]Geng Sun, Long He, Zemin Sun, Jiayun Zhang, Jiahui Li:
Task Offloading for Post-disaster Rescue in Vehicular Fog Computing-assisted UAV Networks. MSN 2022: 105-112 - [c8]Huiying Li, Shawn Shan, Emily Wenger, Jiayun Zhang, Haitao Zheng, Ben Y. Zhao:
Blacklight: Scalable Defense for Neural Networks against Query-Based Black-Box Attacks. USENIX Security Symposium 2022: 2117-2134 - 2021
- [j3]Yihan Ma, Hua Sun, Yang Chen, Jiayun Zhang, Yang Xu, Xin Wang, Pan Hui:
DeepPredict: A Zone Preference Prediction System for Online Lodging Platforms. J. Soc. Comput. 2(1): 52-70 (2021) - [j2]Jiayun Zhang, Yang Chen, Qingyuan Gong, Xin Wang, Aaron Yi Ding, Yu Xiao, Pan Hui:
Understanding the Working Time of Developers in IT Companies in China and the United States. IEEE Softw. 38(2): 96-106 (2021) - [c7]Erzheng Fu, Yingqiu Zhuang, Jianxi Zhang, Jiayun Zhang, Yang Chen:
Understanding the User Interactions on GitHub: A Social Network Perspective. CSCWD 2021: 1148-1153 - 2020
- [c6]Jiayun Zhang, Petr Byvshev, Yu Xiao:
A video dataset of a wooden box assembly process: dataset. DATA@SenSys 2020: 35-39 - [c5]Shawn Shan, Emily Wenger, Jiayun Zhang, Huiying Li, Haitao Zheng, Ben Y. Zhao:
Fawkes: Protecting Privacy against Unauthorized Deep Learning Models. USENIX Security Symposium 2020: 1589-1604 - [i3]Shawn Shan, Emily Wenger, Jiayun Zhang, Huiying Li, Haitao Zheng, Ben Y. Zhao:
Fawkes: Protecting Personal Privacy against Unauthorized Deep Learning Models. CoRR abs/2002.08327 (2020) - [i2]Huiying Li, Shawn Shan, Emily Wenger, Jiayun Zhang, Haitao Zheng, Ben Y. Zhao:
Blacklight: Defending Black-Box Adversarial Attacks on Deep Neural Networks. CoRR abs/2006.14042 (2020)
2010 – 2019
- 2019
- [c4]Yihan Ma, Hua Sun, Yang Chen, Jiayun Zhang, Yang Xu, Xin Wang, Pan Hui:
DeepLoc: A Location Preference Prediction System for Online Lodging Platforms. ChineseCSCW 2019: 618-630 - [c3]Qingyuan Gong, Jiayun Zhang, Yang Chen, Qi Li, Yu Xiao, Xin Wang, Pan Hui:
Detecting Malicious Accounts in Online Developer Communities Using Deep Learning. CIKM 2019: 1251-1260 - [c2]Fanrong Li, Yang Zhang, Jian Cheng, Zitao Mo, Peisong Wang, Zejian Liu, Jiayun Zhang, Gang Li, Qinghao Hu, Xiangyu He, Cong Leng:
A System-Level Solution for Low-Power Object Detection. ICCV Workshops 2019: 2461-2468 - [c1]Qingyuan Gong, Jiayun Zhang, Xin Wang, Yang Chen:
Identifying Structural Hole Spanners in Online Social Networks Using Machine Learning. SIGCOMM Posters and Demos 2019: 93-95 - [i1]Fanrong Li, Zitao Mo, Peisong Wang, Zejian Liu, Jiayun Zhang, Gang Li, Qinghao Hu, Xiangyu He, Cong Leng, Yang Zhang, Jian Cheng:
A System-Level Solution for Low-Power Object Detection. CoRR abs/1909.10964 (2019) - 2013
- [j1]Jiayun Zhang, Hans Peter Lang, Felice Battiston, Natalija Backmann, Francois Huber, Christoph Gerber:
Development of Robust and Standardized Cantilever Sensors Based on Biotin/Neutravidin Coupling for Antibody Detection. Sensors 13(4): 5273-5285 (2013)
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