| 2026 | ACL | MultiCodeAttack: Iterative Jailbreak Attacking on LLMs with Multi-Code Prompt Injection. | Weifeng Sun, Meng Yan, Zhou Yang, Yuchen Chen, Song Sun, David Lo |
| 2026 | MSR | Do AI-Generated Pull Requests Get Rejected More? (Yes but Why?). | Yiru Wang, Zhou Yang |
| 2026 | WWW | Iterative Semantic Reasoning from Individual to Group Interests for Generative Recommendation with LLMs. | Xiaofei Zhu, Jinfei Chen, Feiyang Yuan, Zhou Yang |
| 2025 | CIKM | Fine-Grained Emotion Recognition via In-Context Learning. | Zhaochun Ren, Zhou Yang, Chenglong Ye, Haizhou Sun, Chao Chen, Xiaofei Zhu, Xiangwen Liao |
| 2025 | CVPR | Gain from Neighbors: Boosting Model Robustness in the Wild via Adversarial Perturbations Toward Neighboring Classes. | Zhou Yang, Mingtao Feng, Tao Huang, Fangfang Wu, Weisheng Dong, Xin Li, Guangming Shi |
| 2025 | GLOBECOM | Receiver Design for Thermal Noise Modulation Based SIMO System. | Chen Li, Hong Shen, Zhou Yang |
| 2025 | GLOBECOM | Direct Position Determination via Thermal Noise. | Pengcheng Sun, Hong Shen, Yang Chen, Zhou Yang |
| 2025 | IJCAI | BTPG: A Platform and Benchmark for Behavior Tree Planning in Everyday Service Robots. | Xinglin Chen, Yishuai Cai, Minglong Li, Yunxin Mao, Zhou Yang, Wenjing Yang, Weixia Xu, Ji Wang |
| 2025 | IJCNN | User to Video: A Model for Spammer Detection Inspired by Video Classification Technology. | Haoyang Zhang, Zhou Yang, Yucai Pang |
| 2025 | ICTAI | HHGFD: Graph Fraud Detection Through Heterogeneity and Heterophily Characterization. | Ping Hu, Yudong Qin, Junhang Wu, Zhou Yang |
| 2024 | AAAI | Inverse Weight-Balancing for Deep Long-Tailed Learning. | Wenqi Dang, Zhou Yang, Weisheng Dong, Xin Li, Guangming Shi |
| 2024 | ACL | An Iterative Associative Memory Model for Empathetic Response Generation. | Zhou Yang, Zhaochun Ren, Yufeng Wang, Haizhou Sun, Chao Chen, Xiaofei Zhu, Xiangwen Liao |
| 2024 | COLING | CTSM: Combining Trait and State Emotions for Empathetic Response Model. | Yufeng Wang, Chao Chen, Zhou Yang, Shuhui Wang, Xiangwen Liao |
| 2024 | ICSE | Unveiling Memorization in Code Models. | Zhou Yang, Zhipeng Zhao, Chenyu Wang, Jieke Shi, Dongsun Kim, DongGyun Han, David Lo |
| 2024 | ICSE | Curiosity-Driven Testing for Sequential Decision-Making Process. | Junda He, Zhou Yang, Jieke Shi, Chengran Yang, Kisub Kim, Bowen Xu, Xin Zhou, David Lo |
| 2024 | ICSE | Assessing AI Detectors in Identifying AI-Generated Code: Implications for Education. | Wei Hung Pan, Ming Jie Chok, Jonathan Leong Shan Wong, Yung Xin Shin, Yeong Shian Poon, Zhou Yang, Chun Yong Chong, David Lo, Mei Kuan Lim |
| 2024 | ICSE | Greening Large Language Models of Code. | Jieke Shi, Zhou Yang, Hong Jin Kang, Bowen Xu, Junda He, David Lo |
| 2024 | ICSE | Classifying Source Code: How Far Can Compressor-based Classifiers Go? | Zhou Yang |
| 2024 | ISSTA | AI Coders Are among Us: Rethinking Programming Language Grammar towards Efficient Code Generation. | Zhensu Sun, Xiaoning Du, Zhou Yang, Li Li, David Lo |
| 2024 | SP | Baffle: Hiding Backdoors in Offline Reinforcement Learning Datasets. | Chen Gong, Zhou Yang, Yunpeng Bai, Junda He, Jieke Shi, Kecen Li, Arunesh Sinha, Bowen Xu, Xinwen Hou, David Lo, Tianhao Wang |
| 2023 | CVPR | Vector Quantization with Self-Attention for Quality-Independent Representation Learning. | Zhou Yang, Weisheng Dong, Xin Li, Mengluan Huang, Yulin Sun, Guangming Shi |
| 2023 | EMNLP | Exploiting Emotion-Semantic Correlations for Empathetic Response Generation. | Zhou Yang, Zhaochun Ren, Yufeng Wang, Xiaofei Zhu, Zhihao Chen, Tiecheng Cai, Yunbing Wu, Yisong Su, Sibo Ju, Xiangwen Liao |
| 2023 | ICICS | Finding Missing Security Operation Bugs via Program Slicing and Differential Check. | Yeqi Fu, Yongzhi Liu, Qian Zhang, Zhou Yang, Xiarun Chen, Chenglin Xie, Weiping Wen |
| 2023 | ICST | ASDF: A Differential Testing Framework for Automatic Speech Recognition Systems. | Daniel Hao Xian Yuen, Andrew Yong Chen Pang, Zhou Yang, Chun Yong Chong, Mei Kuan Lim, David Lo |
| 2023 | ISSTA | Synthesizing Speech Test Cases with Text-to-Speech? An Empirical Study on the False Alarms in Automated Speech Recognition Testing. | Julia Kaiwen Lau, Kelvin Kai Wen Kong, Julian Hao Yong, Per Hoong Tan, Zhou Yang, Zi Qian Yong, Joshua Chern Wey Low, Chun Yong Chong, Mei Kuan Lim, David Lo |
| 2023 | MSR | NICHE: A Curated Dataset of Engineered Machine Learning Projects in Python. | Ratnadira Widyasari, Zhou Yang, Ferdian Thung, Sheng Qin Sim, Fiona Wee, Camellia Lok, Jack Phan, Haodi Qi, Constance Tan, Qijin Tay, David Lo |
| 2023 | MSR | What Do Users Ask in Open-Source AI Repositories? An Empirical Study of GitHub Issues. | Zhou Yang, Chenyu Wang, Jieke Shi, Thong Hoang, Pavneet Singh Kochhar, Qinghua Lu, Zhenchang Xing, David Lo |
| 2022 | ACSAC | Curiosity-Driven and Victim-Aware Adversarial Policies. | Chen Gong, Zhou Yang, Yunpeng Bai, Jieke Shi, Arunesh Sinha, Bowen Xu, David Lo, Xinwen Hou, Guoliang Fan |
| 2022 | CIKM | Tutorial on Deep Learning Interpretation: A Data Perspective. | Zhou Yang, Ninghao Liu, Xia Ben Hu, Fang Jin |
| 2022 | ECCV | Self-feature Distillation with Uncertainty Modeling for Degraded Image Recognition. | Zhou Yang, Weisheng Dong, Xin Li, Jinjian Wu, Leida Li, Guangming Shi |
| 2022 | HCI | Research on Size System of Disposable PE Gloves Based on Hand Contour Measurement. | Xiaoju Wang, Zhou Yang, Wei Yu |
| 2022 | ICSE | Natural Attack for Pre-trained Models of Code. | Zhou Yang, Jieke Shi, Junda He, David Lo |
| 2021 | DSN | Automatically Constructing Peer Slices via Semanticand Context-Aware Security Checks in the Linux Kernel. | Yongzhi Liu, Xiarun Chen, Zhou Yang, Weiping Wen |
| 2021 | HCI | The Packaging Design of Braille Beverage Bottle Based on Universal Design Thinking. | Zhou Yang, Shuyi Chen, Tianhong Fang, Yifei Zhu |
| 2021 | TrustCom | VulChecker: Achieving More Effective Taint Analysis by Identifying Sanitizers Automatically. | Xiarun Chen, Qien Li, Zhou Yang, Yongzhi Liu, Shaosen Shi, Chenglin Xie, Weiping Wen |
| 2020 | PAKDD | Data Centers Job Scheduling with Deep Reinforcement Learning. | Sisheng Liang, Zhou Yang, Fang Jin, Yong Chen |
| 2019 | COMPSAC | Twitter vs News: Concern Analysis of the 2018 California Wildfire Event. | Hanxiang Du, Long Hoang Nguyen, Zhou Yang, Hashim Abu-gellban, Xingyu Zhou, Wanli Xing, Guofeng Cao, Fang Jin |
| 2019 | PAKDD | Spatial-Temporal Multi-Task Learning for Within-Field Cotton Yield Prediction. | Long Hoang Nguyen, Jiazhen Zhu, Zhe Lin, Hanxiang Du, Zhou Yang, Wenxuan Guo, Fang Jin |
| 2018 | ICTAI | Electricity Theft Detection Using Generative Models. | Qianru Zhang, Meng Zhang, Tinghuan Chen, Jinan Fan, Zhou Yang, Guoqing Li |
| 2006 | ISNN | SLIT: Designing Complexity Penalty for Classification and Regression Trees Using the SRM Principle. | Zhou Yang, Wenjie Zhu, Liang Ji |