| 2026 | AAAI | GeoNum: Bridging Numerical Continuity and Language Semantics via Geometric Embedding. | Shengkai Jin, Tianyu Chen, Chonghan Gao, Jun Han |
| 2026 | AAAI | Fine-Tuned LLMs Know They Don't Know: A Parameter-Efficient Approach to Recovering Honesty. | Zeyu Shi, Ziming Wang, Tianyu Chen, Shiqi Gao, Haoyi Zhou, Qingyun Sun, Jianxin Li |
| 2026 | AAAI | FRoD: Full-Rank Efficient Fine-Tuning with Rotational Degrees for Fast Convergence. | Guoan Wan, Tianyu Chen, Fangzheng Feng, Haoyi Zhou, Runhua Xu |
| 2026 | AAAI | Towards Long-window Anchoring in Vision-Language Model Distillation. | Haoyi Zhou, Shuo Li, Tianyu Chen, Qi Song, Chonghan Gao, Jianxin Li |
| 2026 | MMSys | Robust Adaptive Algorithms for High-Fidelity Next-Generation Video Streaming. | Tianyu Chen |
| 2026 | MMSys | Learning-Augmented 360° Video Streaming: Robust Viewport Adaptation with Simple Predictors. | Tianyu Chen, Mohammad Hajiesmaili, Ramesh K. Sitaraman |
| 2026 | WWW | Graph Diffusion Evolution Model for Multi-Conditional Molecular Generation. | Xingcheng Fu, Lingyun Liu, Yisen Gao, Tianyu Chen, Qingyun Sun, Jianxin Li, Xianxian Li |
| 2025 | AISTATS | Conditional diffusions for amortized neural posterior estimation. | Tianyu Chen, Vansh Bansal, James G. Scott |
| 2025 | CVPR | Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding. | Tianyu Chen, Xingcheng Fu, Yisen Gao, Haodong Qian, Yuecen Wei, Kun Yan, Haoyi Zhou, Jianxin Li |
| 2025 | ECOOP | Detecting Functionality-Specific Vulnerabilities via Retrieving Individual Functionality-Equivalent APIs in Open-Source Repositories. | Tianyu Chen, Zeyu Wang, Lin Li, Ding Li, Zongyang Li, Xiaoning Chang, Pan Bian, Guangtai Liang, Qianxiang Wang, Tao Xie |
| 2025 | ICLR | Automated Proof Generation for Rust Code via Self-Evolution. | Tianyu Chen, Shuai Lu, Shan Lu, Yeyun Gong, Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Hao Yu, Nan Duan, Peng Cheng, Fan Yang, Shuvendu K. Lahiri, Tao Xie, Lidong Zhou |
| 2025 | ICML | OmniArch: Building Foundation Model for Scientific Computing. | Tianyu Chen, Haoyi Zhou, Ying Li, Hao Wang, Chonghan Gao, Rongye Shi, Shanghang Zhang, Jianxin Li |
| 2025 | ICML | PINNsAgent: Automated PDE Surrogation with Large Language Models. | Qingpo Wuwu, Chonghan Gao, Tianyu Chen, Yihang Huang, Yuekai Zhang, Jianing Wang, Jianxin Li, Haoyi Zhou, Shanghang Zhang |
| 2025 | IJCAI | FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers. | Tianyu Chen, Haoyi Zhou, Ying Li, Hao Wang, Zhenzhe Zhang, Tianchen Zhu, Shanghang Zhang, Jianxin Li |
| 2025 | IRI | Information Integration in Social Science Research: Advances with LLMs in the NAIP Project. | Calton Pu, Anmol Agarwal, Tianyu Chen, Lewis Faulk |
| 2024 | ACL | VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language Model. | Tianyu Chen, Lin Li, ZhuLiuchuan ZhuLiuchuan, Zongyang Li, Xueqing Liu, Guangtai Liang, Qianxiang Wang, Tao Xie |
| 2024 | ACL | EFSA: Towards Event-Level Financial Sentiment Analysis. | Tianyu Chen, Yiming Zhang, Guoxin Yu, Dapeng Zhang, Li Zeng, Qing He, Xiang Ao |
| 2024 | VTC | A Low-Cost Receiver in Cell-Free Massive MIMO Systems with the Aid of Distributed Learning. | Tianyu Chen, Qi Zhang, Jun Zhang |
| 2024 | TrustCom | Efficient and Accurate Min-entropy Estimation Based on Decision Tree for Random Number Generators. | Yuan Ma, Maosen Sun, Wei Wang, Tianyu Chen, Na Lv, Dongchi Han |
| 2024 | SIGCOMM | SODA: An Adaptive Bitrate Controller for Consistent High-Quality Video Streaming. | Tianyu Chen, Yiheng Lin, Nicolas Christianson, Zahaib Akhtar, Sharath Dharmaji, Mohammad Hajiesmaili, Adam Wierman, Ramesh K. Sitaraman |
| 2024 | WSDM | PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization. | Ziqi Yuan, Haoyi Zhou, Tianyu Chen, Jianxin Li |
| 2023 | AAAI | MoEC: Mixture of Expert Clusters. | Yuan Xie, Shaohan Huang, Tianyu Chen, Furu Wei |
| 2023 | ICASSP | BadRes: Reveal the Backdoors Through Residual Connection. | Mingrui He, Tianyu Chen, Haoyi Zhou, Shanghang Zhang, Jianxin Li |
| 2023 | ICISC | Enhancing Prediction Entropy Estimation of RNG for On-the-Fly Test. | Yuan Ma, Weisong Gu, Tianyu Chen, Na Lv, Dongchi Han, Shijie Jia |
| 2023 | ICISC | Side-Channel Analysis on Lattice-Based KEM Using Multi-feature Recognition - The Case Study of Kyber. | Yuan Ma, Xinyue Yang, An Wang, Congming Wei, Tianyu Chen, Haotong Xu |
| 2023 | SMC | Thyroid Nodule Classification in Ultrasound Videos by Combining 3D CNN and Video Transformer. | Jing Huang, Tianyu Chen, Wen Jiang, Hewei Zhang, Ruoqi Wang |
| 2023 | SMC | Agent Based Fetal Face Segmentation for Standard Plane Localization in 3D Ultrasound. | Jing Huang, Ruoqi Wang, Wen Jiang, Sen Shao, Tianyu Chen |
| 2022 | ACL | THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption. | Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei |
| 2022 | ICASSP | Mixed Knowledge Relation Transformer for Image Captioning. | Tianyu Chen, Zhixin Li, Jiahui Wei, Tiantao Xian |
| 2022 | ICASSP | Learning Music Sequence Representation From Text Supervision. | Tianyu Chen, Yuan Xie, Shuai Zhang, Shaohan Huang, Haoyi Zhou, Jianxin Li |
| 2022 | ICASSP | Exploring Dual Stream Global Information For Image Captioning. | Tiantao Xian, Zhixin Li, Tianyu Chen, Huifang Ma |
| 2022 | SENSYS | Hearing Heartbeat from Voice: Towards Next Generation Voice-User Interfaces with Cardiac Sensing Functions. | Chenhan Xu, Tianyu Chen, Huining Li, Alexander Gherardi, Michelle Weng, Zhengxiong Li, Wenyao Xu |
| 2021 | ACML | Relation Also Need Attention: Integrating Relation Information Into Image Captioning. | Tianyu Chen, Zhixin Li, Tiantao Xian, Canlong Zhang, Huifang Ma |
| 2021 | ICIP | Cascade Attention Blend Residual Network For Single Image Super-Resolution. | Tianyu Chen, Guoqiang Xiao, Xiaoqin Tang, Xianfeng Han, Wenzhuo Ma, Xinye Gou |
| 2021 | PRICAI | Adversarial Training for Image Captioning Incorporating Relation Attention. | Tianyu Chen, Zhixin Li, Canlong Zhang, Huifang Ma |
| 2021 | SP | Mechanized Type Safety for Gradual Information Flow. | Tianyu Chen, Jeremy G. Siek |
| 2020 | ASPDAC | Towards Efficient Kyber on FPGAs: A Processor for Vector of Polynomials. | Zhaohui Chen, Yuan Ma, Tianyu Chen, Jingqiang Lin, Jiwu Jing |
| 2019 | SecureComm | On the Security of TRNGs Based on Multiple Ring Oscillators. | Xinying Wu, Yuan Ma, Jing Yang, Tianyu Chen, Jingqiang Lin |
| 2018 | IECON | Analysis of DC-Link Voltage Ripple in Voltage Source Inverters without Electrolytic Capacitor. | Tianyu Chen, Sen Li, Babak Fahimi |
| 2018 | IECON | On the Occurrence of Nonlinear Dynamic Phenomena in the Hysteresis-Controlled Switched Reluctance Motor Drive. | Sen Li, Tianyu Chen, Babak Fahimi |
| 2018 | SP | Racing in Hyperspace: Closing Hyper-Threading Side Channels on SGX with Contrived Data Races. | Guoxing Chen, Wenhao Wang, Tianyu Chen, Sanchuan Chen, Yinqian Zhang, XiaoFeng Wang, Ten-Hwang Lai, Dongdai Lin |
| 2018 | SecureComm | Neural Network Based Min-entropy Estimation for Random Number Generators. | Jing Yang, Shuangyi Zhu, Tianyu Chen, Yuan Ma, Na Lv, Jingqiang Lin |
| 2017 | ICICS | An Efficiency Optimization Scheme for the On-the-Fly Statistical Randomness Test. | Jiahui Shen, Tianyu Chen, Lei Wang, Yuan Ma |
| 2017 | IECON | A new ZVZCS three-level inverter. | Tianyu Chen, Mehdi Narimani |
| 2017 | Mobisys | Characterizing Smartwatch Usage in the Wild. | Xing Liu, Tianyu Chen, Feng Qian, Zhixiu Guo, Felix Xiaozhu Lin, Xiaofeng Wang, Kai Chen |
| 2016 | SecureComm | Extracting More Entropy for TRNGs Based on Coherent Sampling. | Jing Yang, Yuan Ma, Tianyu Chen, Jingqiang Lin, Jiwu Jing |
| 2015 | IROS | Humanoid full-body manipulation planning with multiple initial guesses and key postures. | Bowei Tang, Tianyu Chen, Christopher G. Atkeson |
| 2015 | SOSP | Paxos made transparent. | Heming Cui, Rui Gu, Cheng Liu, Tianyu Chen, Junfeng Yang |
| 2014 | CHES | Entropy Evaluation for Oscillator-Based True Random Number Generators. | Yuan Ma, Jingqiang Lin, Tianyu Chen, Changwei Xu, Zongbin Liu, Jiwu Jing |
| 2014 | ICDCS | Domo: Passive Per-Packet Delay Tomography in Wireless Ad-hoc Networks. | Yi Gao, Wei Dong, Chun Chen, Jiajun Bu, Tianyu Chen, Mingyuan Xia, Xue Liu, Xianghua Xu |
| 2011 | ICNC | Chaos criterion on some quadric polynomial maps and design for chaotic pseudorandom number generator. | Xingmei Yu, Lequan Min, Tianyu Chen |