| 2026 | ACL | SynthAgent: Adapting Web Agents with Synthetic Supervision. | Zhaoyang Wang, Yiming Liang, Xuchao Zhang, Qianhui Wu, Siwei Han, Anson Bastos, Rujia Wang, Chetan Bansal, Baolin Peng, Jianfeng Gao, Saravan Rajmohan, Huaxiu Yao |
| 2025 | ACL | Synergistic Weak-Strong Collaboration by Aligning Preferences. | Yizhu Jiao, Xuchao Zhang, Zhaoyang Wang, Yubo Ma, Zhun Deng, Rujia Wang, Chetan Bansal, Saravan Rajmohan, Jiawei Han, Huaxiu Yao |
| 2025 | ICASSP | Dual Decoder for Fast Inference in Natural Language Generation. | Wenbo Wang, Huiying Wang, Zhaoyang Wang, Shuailou Li, Yu Wen |
| 2025 | ICDM | A Federated Meta-Learning Approach for Transactional Risk Behavior Identification. | Zhaoyang Wang, Junhua Wu, Xiaoshan Cui, Guangshun Li |
| 2025 | ICLR | CREAM: Consistency Regularized Self-Rewarding Language Models. | Zhaoyang Wang, Weilei He, Zhiyuan Liang, Xuchao Zhang, Chetan Bansal, Ying Wei, Weitong Zhang, Huaxiu Yao |
| 2025 | ICLR | MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models. | Peng Xia, Siwei Han, Shi Qiu, Yiyang Zhou, Zhaoyang Wang, Wenhao Zheng, Zhaorun Chen, Chenhang Cui, Mingyu Ding, Linjie Li, Lijuan Wang, Huaxiu Yao |
| 2025 | ICLR | Anyprefer: An Agentic Framework for Preference Data Synthesis. | Yiyang Zhou, Zhaoyang Wang, Tianle Wang, Shangyu Xing, Peng Xia, Bo Li, Kaiyuan Zheng, Zijian Zhang, Zhaorun Chen, Wenhao Zheng, Xuchao Zhang, Chetan Bansal, Weitong Zhang, Ying Wei, Mohit Bansal, Huaxiu Yao |
| 2025 | IJCNN | Automated Class Imbalance Learning via Few-shot Bayesian Optimization with Meta-learned Deep Kernel Surrogates. | Zhaoyang Wang, Shuo Wang, Damien Ernst |
| 2025 | NAACL | Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement. | Xiyao Wang, Jiuhai Chen, Zhaoyang Wang, Yuhang Zhou, Yiyang Zhou, Huaxiu Yao, Tianyi Zhou, Tom Goldstein, Parminder Bhatia, Taha A. Kass-Hout, Furong Huang, Cao Xiao |
| 2025 | NAACL | Verifiable Format Control for Large Language Model Generations. | Zhaoyang Wang, Jinqi Jiang, Huichi Zhou, Wenhao Zheng, Xuchao Zhang, Chetan Bansal, Huaxiu Yao |
| 2024 | AAAI | Enhancing Hyperspectral Images via Diffusion Model and Group-Autoencoder Super-resolution Network. | Zhaoyang Wang, Dongyang Li, Mingyang Zhang, Hao Luo, Maoguo Gong |
| 2024 | ACL | Evaluating the Validity of Word-level Adversarial Attacks with Large Language Models. | Huichi Zhou, Zhaoyang Wang, Hongtao Wang, Dongping Chen, Wenhan Mu, Fangyuan Zhang |
| 2024 | CIKM | Factor Model-Based Large Covariance Estimation from Streaming Data Using a Knowledge-Based Sketch Matrix. | Xiao Tan, Zhaoyang Wang, Hao Qian, Jun Zhou, Peibo Duan, Dian Shen, Meng Wang, Beilun Wang |
| 2024 | DAC | Hynify: A High-throughput and Unified Accelerator for Multi-Mode Nonparametric Statistics. | Kaihong Huang, Dian Shen, Zhaoyang Wang, Juntao Yang, Beilun Wang |
| 2024 | DASFAA | Large Covariance Estimation from Streaming Data with Knowledge-Based Sketch Matrix. | Xiao Tan, Zhaoyang Wang, Meng Wang, Dian Shen, Weitong Chen, Beilun Wang |
| 2024 | ICCD | Interpretable Risk-aware Access Control for Spark: Blocking Attack Purpose Behind Actions. | Wenbo Wang, Tao Xue, Shuailou Li, Zhaoyang Wang, Boyang Zhang, Yu Wen |
| 2024 | IGARSS | Joint Classification Of Hyperspectral And LiDAR Data Based On Heterogeneous Attention Feature Fusion Network. | Zhaoyang Wang, Qingyan Wang, Junping Zhang, Xintao Liang |
| 2024 | IJCNN | TurboLog: A Turbocharged Lossless Compression Method for System Logs via Transformer. | Baoming Chang, Zhaoyang Wang, Shuai Li, Fengxi Zhou, Yu Wen, Boyang Zhang |
| 2024 | ICPR | Zero-shot Automated Class Imbalanced Learning. | Zhaoyang Wang, Shuo Wang |
| 2024 | ICPR | Online Automated Imbalanced Learning via Adaptive Thompson Sampling. | Zhaoyang Wang, Shuo Wang |
| 2024 | IPCCC | StreamDP: Continual Observation of Real-world Data Streams with Differential Privacy. | Shuailou Li, Yu Wen, Zhaoyang Wang, Wenbo Wang, Lisong Zhang, Dan Meng |
| 2024 | ISCC | Height Range and Throughput Analysis for Directional UAV-Assisted Backscatter Communications Networks. | Qiu Wang, Zhaoyang Wang |
| 2024 | LCN | Polar-QUIC: Adaptive Packet-Level Polar Coding-Assisted QUIC in Satellite Networks. | Yang Liu, Fangzheng Feng, Miaoran Peng, Zhaoyang Wang, Ting Bi, Tao Jiang |
| 2024 | TrustCom | DyCom: A Dynamic Community Partitioning Technique for System Audit Logs. | Zhaoyang Wang, Yanfei Hu, Shuailou Li, Wenbo Wang, Lisong Zhang, Boyang Zhang, Yu Wen, Dan Meng |
| 2023 | ACL | RMLM: A Flexible Defense Framework for Proactively Mitigating Word-level Adversarial Attacks. | Zhaoyang Wang, Zhiyue Liu, Xiaopeng Zheng, Qinliang Su, Jiahai Wang |
| 2023 | EMNLP | Democratizing Reasoning Ability: Tailored Learning from Large Language Model. | Zhaoyang Wang, Shaohan Huang, Yuxuan Liu, Jiahai Wang, Minghui Song, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang |
| 2023 | IJCNN | Online Automated Machine Learning for Class Imbalanced Data Streams. | Zhaoyang Wang, Shuo Wang |
| 2023 | SRDS | PRISPARK: Differential Privacy Enforcement for Big Data Computing in Apache Spark. | Shuailou Li, Yu Wen, Tao Xue, Zhaoyang Wang, Yanna Wu, Dan Meng |
| 2022 | COLING | UECA-Prompt: Universal Prompt for Emotion Cause Analysis. | Xiaopeng Zheng, Zhiyue Liu, Zizhen Zhang, Zhaoyang Wang, Jiahai Wang |
| 2022 | HPCC | A practical adversarial attack on Graph Neural Networks by attacking single node structure. | Yang Chen, Zhonglin Ye, Haixing Zhao, Lei Meng, Zhaoyang Wang, Yanlin Yang |
| 2022 | HPCC | Three-Channel Graph Convolutional Network. | Lei Meng, Zhonglin Ye, Haixing Zhao, Yanlin Yang, Yang Chen, Zhaoyang Wang |
| 2022 | ICANN | A Coarse-to-Fine Training Paradigm for Dialogue Summarization. | Zhiyue Liu, Zhaoyang Wang, Jiahai Wang |
| 2022 | TrustCom | A General Backdoor Attack to Graph Neural Networks Based on Explanation Method. | Luyao Chen, Na Yan, Boyang Zhang, Zhaoyang Wang, Yu Wen, Yanfei Hu |
| 2022 | TrustCom | Deepro: Provenance-based APT Campaigns Detection via GNN. | Na Yan, Yu Wen, Luyao Chen, Yanna Wu, Boyang Zhang, Zhaoyang Wang, Dan Meng |
| 2021 | ICICS | Black-Box Buster: A Robust Zero-Shot Transfer-Based Adversarial Attack Method. | Yuxuan Zhang, Zhaoyang Wang, Boyang Zhang, Yu Wen, Dan Meng |
| 2021 | KSEM | An Improved Convolutional Neural Network Based on Noise Layer. | Zhaoyang Wang, Shaowei Pan |
| 2020 | KSEM | Defense of Word-Level Adversarial Attacks via Random Substitution Encoding. | Zhaoyang Wang, Hongtao Wang |
| 2020 | VTC | Multithread Optimal Offloading Strategy Based on Cloud and Edge Collaboration. | Yifan Zhu, Zhaoyang Wang, Zhuo Han, Nana Li, Shouyi Yang |
| 2019 | ICA3PP | DAPS: A Decentralized Anonymous Payment Scheme with Supervision. | Zhaoyang Wang, Qingqi Pei, Xuefeng Liu, Lichuan Ma, Huizhong Li, Shui Yu |
| 2017 | MDM | Exploiting Trip Patterns in Passenger Trajectory Streams for Bus Scheduling Optimization in Real Time. | Zhaoyang Wang, Beihong Jin, Fusang Zhang, Ruiyang Yang, Qiang Ji |
| 2016 | NPC | Discovering Trip Patterns from Incomplete Passenger Trajectories for Inter-zonal Bus Line Planning. | Zhaoyang Wang, Beihong Jin, Fusang Zhang, Ruiyang Yang, Qiang Ji |
| 2012 | UIC | A Content-Based Publish/Subscribe System for Efficient Event Notification over Vehicular Ad Hoc Networks. | Fusang Zhang, Beihong Jin, Wei Zhuo, Zhaoyang Wang, Lifeng Zhang |
| 2010 | SIGGRAPH | High speed 3D shape and motion capturing system. | Dung A. Nguyen, Zhaoyang Wang |