| 2026 | ACL | Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning. | Yiming Huang, Zhenbo Shi, Shuzheng Gao, Cuiyun Gao, Peiyi Han, Chuanyi Liu |
| 2026 | ACL | Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs. | Yiming Huang, Zhenbo Shi, Xin-Cheng Wen, Jichuan Zeng, Cuiyun Gao, Peiyi Han, Chuanyi Liu |
| 2026 | ACL | AFT-Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns. | Yuhao Zhang, Liang Yan, Shaoming Duan, Xinyu Zha, Jinhang Su, Peiyi Han, Chuanyi Liu |
| 2026 | EuroCrypt | Attacks on Goldreich's Pseudorandom Generators by Grouping and Solving. | Ximing Fu, Mo Li, Shihan Lyu, Chuanyi Liu |
| 2026 | WWW | The Asymmetric Vulnerability: Bypassing LLM Defenses via Guardrail-Model Mismatch. | Junyi Wang, Zhibin Zhu, Chuanyi Liu |
| 2025 | ECAI | CRED-SQL: Enhancing Real-World Large Scale Database Text-to-SQL Parsing Through Cluster Retrieval and Execution Description. | Shaoming Duan, Zirui Wang, Chuanyi Liu, Zhibin Zhu, Yuhao Zhang, Peiyi Han, Liang Yan, Zewu Peng |
| 2025 | EMNLP | TS-SQL: Test-driven Self-refinement for Text-to-SQL. | Wenbo Xu, Haifeng Zhu, Liang Yan, Chuanyi Liu, Peiyi Han, Shaoming Duan, Jeff Z. Pan |
| 2025 | EMNLP | SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning. | Yuhao Zhang, Shaoming Duan, Jinhang Su, Chuanyi Liu, Peiyi Han |
| 2025 | ESORICS | Imitater: An Efficient Shared Mempool Protocol with Application to Byzantine Fault Tolerance. | Qingming Zeng, Mo Li, Ximing Fu, Hui Jiang, Chuanyi Liu |
| 2025 | ICRA | Uncertainty-Aware Probabilistic Risk Quantification of SOTIF for Autonomous Vehicles. | Botao Yao, Shuohan Huang, Chuanyi Liu, Peiyi Han, Jie Lin, Shaoming Duan |
| 2025 | NAACL | DSQG-Syn: Synthesizing High-quality Data for Text-to-SQL Parsing by Domain Specific Question Generation. | Shaoming Duan, Youxuan Wu, Chuanyi Liu, Yuhao Zhang, Zirui Wang, Peiyi Han, Shengyuan Yu, Liang Yan, Yingwei Liang |
| 2025 | RecSys | Privacy-Preserving Social Recommendation: Privacy Leakage and Countermeasure. | Yuyue Chen, Peng Yang, Zoe Lin Jiang, Wenhao Wu, Junbin Fang, Xuan Wang, Chuanyi Liu |
| 2024 | AAAI | ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization. | Shuoran Jiang, Qingcai Chen, Youcheng Pan, Yang Xiang, Yukang Lin, Xiangping Wu, Chuanyi Liu, Xiaobao Song |
| 2024 | ACL | Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement. | Wenxin Mao, Ruiqi Wang, Jiyu Guo, Jichuan Zeng, Cuiyun Gao, Peiyi Han, Chuanyi Liu |
| 2024 | ICASSP | FEDKA: Federated Knowledge Augmentation for Multi-Center Medical Image Segmentation on non-IID Data. | Yuhao Zhang, Shaoming Duan, Xinyu Zha, Jinhang Su, Peiyi Han, Chuanyi Liu |
| 2023 | EMNLP | Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling. | Yuanhang Yang, Shiyi Qi, Chuanyi Liu, Qifan Wang, Cuiyun Gao, Zenglin Xu |
| 2021 | PRICAI | Reconstruct Anomaly to Normal: Adversarially Learned and Latent Vector-Constrained Autoencoder for Time-Series Anomaly Detection. | Chunkai Zhang, Wei Zuo, Shaocong Li, Xuan Wang, Peiyi Han, Chuanyi Liu |
| 2019 | ICCCN | CloudDLP: Transparent and Automatic Data Sanitization for Browser-Based Cloud Storage. | Chuanyi Liu, Peiyi Han, Yingfei Dong, Hezhong Pan, Shaoming Duan, Binxing Fang |
| 2019 | ICICS | An Adversarial Attack Based on Multi-objective Optimization in the Black-Box Scenario: MOEA-APGA II. | Chunkai Zhang, Yepeng Deng, Xin Guo, Xuan Wang, Chuanyi Liu |
| 2019 | Interact | Tilt Space: A Systematic Exploration of Mobile Tilt for Design Purpose. | Chuanyi Liu, Ningning Wu, Jiali Zhang, Wei Su |
| 2017 | SecureComm | Query Recovery Attacks on Searchable Encryption Based on Partial Knowledge. | Guofeng Wang, Chuanyi Liu, Yingfei Dong, Hezhong Pan, Peiyi Han, Binxing Fang |
| 2014 | CCS | POSTER: TraceVirt: A Framework for Detecting the Non-tampering Attacks in the Virtual Machine. | Jie Lin, Chuanyi Liu, Binxing Fang |
| 2013 | GLOBECOM | Effectively auditing IaaS cloud servers. | Chunlu Wang, Chuanyi Liu, Xiaoliang Wang, Yingfei Dong |
| 2009 | ICPADS | A Novel Optimization Method to Improve De-duplication Storage System Performance. | Chuanyi Liu, Yibo Xue, Dapeng Ju, Dongsheng Wang |
| 2009 | Interact | Making Pen-Based Operation More Seamless and Continuous. | Chuanyi Liu, Xiangshi Ren |
| 2009 | ICS | R-ADMAD: high reliability provision for large-scale de-duplication archival storage systems. | Chuanyi Liu, Yu Gu, Linchun Sun, Bin Yan, Dongsheng Wang |
| 2008 | ICDCS | QoS Scheduling for Networked Storage System. | Yingping Lu, David Hung-Chang Du, Chuanyi Liu, Xianbo Zhang |
| 2008 | ISPA | A Comparative Evaluation of Mode Switching Techniques. | Chuanyi Liu, Xiangshi Ren, Dawei Li |