| 2026 | AAAI | RSPlace: Rotation Sensing Macro Placement via Bidirectional Tree Expansion. | Tianyi Liu, Yaxin Xu, Lin Geng, Ningzhong Liu, Han Sun, Yu Wang |
| 2026 | ISCA | Democratizing and Accelerating Hardware Verification with Software-Native Optimization. | Yunlong Xie, Zhicheng Yao, Fangyuan Song, Jincheng Liu, Junyue Wang, Haojin Tang, Lu Chen, Yinan Xu, Ziqing Zhang, Ziyuan Gao, Duan Yu, Hongtao Zhou, Jiayi Rao, Junyu Yue, Xiaolong Li, Yunqi Lu, Zechen Yang, Hang Zhu, Shan Liu, Xu An, Qi Ge, Jiuyue Ma, Jianyi Meng, Kan Shi, Dan Tang, Tianyi Liu, Sa Wang, Yungang Bao |
| 2026 | ICS | RPFC: A Router Partitioning and Forward Channel Routing Framework for 2.5D MCM System. | Sicheng Tao, Zhenjiang Guo, Tianyi Liu, Jian Wang |
| 2025 | ACL | Aligning Large Language Models with Implicit Preferences from User-Generated Content. | Zhaoxuan Tan, Zheng Li, Tianyi Liu, Haodong Wang, Hyokun Yun, Ming Zeng, Pei Chen, Zhihan Zhang, Yifan Gao, Ruijie Wang, Priyanka Nigam, Bing Yin, Meng Jiang |
| 2025 | CVPR | KMD: Koopman Multi-modality Decomposition for Generalized Brain Tumor Segmentation under Incomplete Modalities. | Tianyi Liu, Haochuan Jiang, Kaizhu Huang |
| 2025 | DAC | ACRS: Adjacent Computation Resource Sharing among Partitioned GPU Sub-Cores. | Penghao Song, Chongxi Wang, Chenji Han, Haoyu Zhao, Tingting Zhang, Tianyi Liu, Jian Wang |
| 2025 | ECAI | IBS-Net: Advancing Implicit Boundary-Aware Segmentation for Diaphragm Ultrasound Analysis. | Baike Shi, Yikang He, Chenlong Miao, Wenbo Huang, Tao Wang, Tianyi Liu, Hui Tang, Jianmin Dong, Rongjun Ge, Guangquan Zhou, Yang Chen |
| 2025 | EMNLP | Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates. | Hy Dang, Tianyi Liu, Zhuofeng Wu, Jingfeng Yang, Haoming Jiang, Tao Yang, Pei Chen, Zhengyang Wang, Helen Wang, Huasheng Li, Bing Yin, Meng Jiang |
| 2025 | ICCV | Towards a Universal 3D Medical Multi-Modality Generalization via Learning Personalized Invariant Representation. | Zhaorui Tan, Xi Yang, Tan Pan, Tianyi Liu, Chen Jiang, Xin Guo, Qiufeng Wang, Anh Nguyen, Yuan Qi, Kaizhu Huang, Yuan Cheng |
| 2025 | IECON | Improved LCC Topology for Multi-Frequency Wireless Power Transfer System with Constant-Voltage Under Coupling and Load Variations. | Hongliang Pang, Wei Liu, Xiaotian Xie, Chang Liu, Tianyi Liu, K. T. Chau |
| 2025 | NAACL | ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations. | Yichuan Li, Xinyang Zhang, Chenwei Zhang, Mao Li, Tianyi Liu, Pei Chen, Yifan Gao, Kyumin Lee, Kaize Ding, Zhengyang Wang, Zhihan Zhang, Jingbo Shang, Xian Li, Trishul Chilimbi |
| 2025 | NAACL | Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training. | Yuchen Zhuang, Jingfeng Yang, Haoming Jiang, Xin Liu, Kewei Cheng, Sanket Lokegaonkar, Yifan Gao, Qing Ping, Tianyi Liu, Binxuan Huang, Zheng Li, Zhengyang Wang, Pei Chen, Ruijie Wang, Rongzhi Zhang, Nasser Zalmout, Priyanka Nigam, Bing Yin, Chao Zhang |
| 2024 | ECCV | A Rotation-Invariant Texture ViT for Fine-Grained Recognition of Esophageal Cancer Endoscopic Ultrasound Images. | Tianyi Liu, Shuaishuai Zhuang, Jiacheng Nie, Geng Chen, Yusheng Guo, Guangquan Zhou, Jean-Louis Coatrieux, Yang Chen |
| 2024 | EuroSys | Improving Resource and Energy Efficiency for Cloud 3D through Excessive Rendering Reduction. | Tianyi Liu, Jerry Lucas, Sen He, Tongping Liu, Xiaoyin Wang, Wei Wang |
| 2024 | EWSN | FedReG: Recouping the Global Model in Personalized Federated Learning. | Tianyi Liu, Mingkun Yang, Qing Wang |
| 2024 | ICASSP | Gridless Parameter Estimation in Partly Calibrated Rectangular Arrays. | Tianyi Liu, Sai Pavan Deram, Khaled Ardah, Martin Haardt, Marc E. Pfetsch, Marius Pesavento |
| 2024 | ICLR | Let Models Speak Ciphers: Multiagent Debate through Embeddings. | Chau Pham, Boyi Liu, Yingxiang Yang, Zhengyu Chen, Tianyi Liu, Jianbo Yuan, Bryan A. Plummer, Zhaoran Wang, Hongxia Yang |
| 2024 | ICLR | LEMON: Lossless model expansion. | Yite Wang, Jiahao Su, Hanlin Lu, Cong Xie, Tianyi Liu, Jianbo Yuan, Haibin Lin, Ruoyu Sun, Hongxia Yang |
| 2024 | ISCA | AVM-BTB: Adaptive and Virtualized Multi-level Branch Target Buffer. | Yunzhe Liu, Xinyu Li, Tingting Zhang, Tianyi Liu, Qi Guo, Fuxin Zhang, Jian Wang |
| 2024 | ISCAS | Design and FPGA Implementation of a Light-Weight Calibration-Friendly Eye Gaze Tracking Algorithm. | Tianyi Liu, Xuecheng Wang, Guolin Li, Milin Zhang |
| 2024 | SP | Pianist: Scalable zkRollups via Fully Distributed Zero-Knowledge Proofs. | Tianyi Liu, Tiancheng Xie, Jiaheng Zhang, Dawn Song, Yupeng Zhang |
| 2023 | EMNLP | Learning Dynamic Representations for Discourse Dependency Parsing. | Tianyi Liu, Yansong Feng, Dongyan Zhao |
| 2023 | ICML | Machine Learning Force Fields with Data Cost Aware Training. | Alexander Bukharin, Tianyi Liu, Shengjie Wang, Simiao Zuo, Weihao Gao, Wen Yan, Tuo Zhao |
| 2023 | ICML | Taxonomy-Structured Domain Adaptation. | Tianyi Liu, Zihao Xu, Hao He, Guang-Yuan Hao, Guang-He Lee, Hao Wang |
| 2023 | ISSTA | Catamaran: Low-Overhead Memory Safety Enforcement via Parallel Acceleration. | Yiyu Zhang, Tianyi Liu, Zewen Sun, Zhe Chen, Xuandong Li, Zhiqiang Zuo |
| 2022 | AISTATS | Noise Regularizes Over-parameterized Rank One Matrix Recovery, Provably. | Tianyi Liu, Yan Li, Enlu Zhou, Tuo Zhao |
| 2022 | ECCV | A Cloud 3D Dataset and Application-Specific Learned Image Compression in Cloud 3D. | Tianyi Liu, Sen He, Vinodh Kumaran Jayakumar, Wei Wang |
| 2022 | EMNLP | Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities. | Jiandian Zeng, Jiantao Zhou, Tianyi Liu |
| 2022 | ICDM | VGG-FusionNet: A Feature Fusion Framework from CT scan and Chest X-ray Images based Deep Learning for COVID-19 Detection. | Yihan Zhou, Jiali Liu, Zekun Yang, Tianyi Liu, Xinyue Meng, Zhuocheng Zhou, Ali Anaissi, Ali Braytee |
| 2022 | ICML | Fourier Learning with Cyclical Data. | Yingxiang Yang, Zhihan Xiong, Tianyi Liu, Taiqing Wang, Chong Wang |
| 2022 | KSEM | District-Coupled Epidemic Control via Deep Reinforcement Learning. | Xinqi Du, Tianyi Liu, Songwei Zhao, Jiuman Song, Hechang Chen |
| 2022 | KSEM | Intervention-Aware Epidemic Prediction by Enhanced Whale Optimization. | Songwei Zhao, Jiuman Song, Xinqi Du, Tianyi Liu, Huiling Chen, Hechang Chen |
| 2022 | MICCAI | UGformer for Robust Left Atrium and Scar Segmentation Across Scanners. | Tianyi Liu, Size Hou, Jiayuan Zhu, Zilong Zhao, Haochuan Jiang |
| 2022 | SIGIR | Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities. | Jiandian Zeng, Tianyi Liu, Jiantao Zhou |
| 2022 | UAI | PathFlow: A normalizing flow generator that finds transition paths. | Tianyi Liu, Weihao Gao, Zhirui Wang, Chong Wang |
| 2022 | UAI | Differentially private multi-party data release for linear regression. | Ruihan Wu, Xin Yang, Yuanshun Yao, Jiankai Sun, Tianyi Liu, Kilian Q. Weinberger, Chong Wang |
| 2021 | AISTATS | Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization. | Tianyi Liu, Yan Li, Song Wei, Enlu Zhou, Tuo Zhao |
| 2021 | CCS | zkCNN: Zero Knowledge Proofs for Convolutional Neural Network Predictions and Accuracy. | Tianyi Liu, Xiang Xie, Yupeng Zhang |
| 2021 | CCS | Doubly Efficient Interactive Proofs for General Arithmetic Circuits with Linear Prover Time. | Jiaheng Zhang, Tianyi Liu, Weijie Wang, Yinuo Zhang, Dawn Song, Xiang Xie, Yupeng Zhang |
| 2021 | EMNLP | Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning. | Xiangyu Lin, Tianyi Liu, Weijia Jia, Zhiguo Gong |
| 2021 | ICANN | Data Diversification Revisited: Why Does It Work? | Yuheng Song, Tianyi Liu, Weijia Jia |
| 2021 | ICASSP | A Parallel Algorithm for Phase Retrieval with Dictionary Learning. | Tianyi Liu, Andreas M. Tillmann, Yang Yang, Yonina C. Eldar, Marius Pesavento |
| 2021 | IWCMC | Duration-aware Data Collection in UAV-aided Mobile Sensor Networks. | Xiaoyan Ma, Tianyi Liu, Rahim Kacimi, Riadh Dhaou, Song Liu |
| 2021 | WSC | A Bayesian Approach to Online Simulation Optimization with Streaming Input Data. | Tianyi Liu, Yifan Lin, Enlu Zhou |
| 2021 | VEE | BTMMU: an efficient and versatile cross-ISA memory virtualization. | Kele Huang, Fuxin Zhang, Cun Li, Gen Niu, Junrong Wu, Tianyi Liu |
| 2021 | WCAE | Mentoring Opportunities in Computer Architecture: Analyzing the Past to Develop the Future. | Elba Garza, Gururaj Saileshwar, Udit Gupta, Tianyi Liu, Abdulrahman Mahmoud, Saugata Ghose, Joel S. Emer |
| 2020 | COLING | Regularized Attentive Capsule Network for Overlapped Relation Extraction. | Tianyi Liu, Xiangyu Lin, Weijia Jia, Mingliang Zhou, Wei Zhao |
| 2020 | ICASSP | Fast Training of Deep Neural Networks for Speech Recognition. | Guojing Cong, Brian Kingsbury, Chih-Chieh Yang, Tianyi Liu |
| 2020 | ICLR | On Computation and Generalization of Generative Adversarial Imitation Learning. | Minshuo Chen, Yizhou Wang, Tianyi Liu, Zhuoran Yang, Xingguo Li, Zhaoran Wang, Tuo Zhao |
| 2020 | MICRO | A Benchmarking Framework for Interactive 3D Applications in the Cloud. | Tianyi Liu, Sen He, Sunzhou Huang, Danny H. K. Tsang, Lingjia Tang, Jason Mars, Wei Wang |
| 2020 | SMC | Generative Adversarial Training for Weakly Supervised Nuclei Instance Segmentation. | Wei Hu, Huanhuan Sheng, Jing Wu, Yining Li, Tianyi Liu, Yonghao Wang, Yuan Wen |
| 2020 | WSC | Simulation Optimization by Reusing Past Replications: Don't Be Afraid of Dependence. | Tianyi Liu, Enlu Zhou |
| 2020 | SC | Accelerate Distributed Stochastic Descent for Nonconvex Optimization with Momentum. | Guojing Cong, Tianyi Liu |
| 2019 | ACL | Improving Abstractive Document Summarization with Salient Information Modeling. | Yongjian You, Weijia Jia, Tianyi Liu, Wenmian Yang |
| 2019 | ICML | Toward Understanding the Importance of Noise in Training Neural Networks. | Mo Zhou, Tianyi Liu, Yan Li, Dachao Lin, Enlu Zhou, Tuo Zhao |
| 2019 | ISPA | Data Optimization CNN Accelerator Design on FPGA. | Wei Hu, Shuang Chen, Zhenhao Li, Tianyi Liu, Yining Li |
| 2018 | EMNLP | Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning. | Tianyi Liu, Xinsong Zhang, Wanhao Zhou, Weijia Jia |
| 2018 | WSC | Online Quantification of input uncertainty for parametric Models. | Enlu Zhou, Tianyi Liu |
| 2017 | CHI | AllergyBot: A Chatbot Technology Intervention for Young Adults with Food Allergies Dining Out. | Paris (Pei-Ting) Hsu, Jingshu Zhao, Kehan Liao, Tianyi Liu, Chen Wang |
| 2017 | MICCAI | Accurate and High Throughput Cell Segmentation Method for Mouse Brain Nuclei Using Cascaded Convolutional Neural Network. | Qian Wang, Shaoyu Wang, Xiaofeng Zhu, Tianyi Liu, Zachary Humphrey, Vladimir Ghukasyan, Mike Conway, Erik Scott, Giulia Fragola, Kira Bradford, Mark J. Zylka, Ashok K. Krishnamurthy, Jason L. Stein, Guorong Wu |
| 2017 | SNPD | Share-housing allocation information service system based on Pareto optimality. | Yang Xu, Shuwen Liu, Binglu Wang, Tianyi Liu, Zhengnan Liu |
| 2016 | SIGGRAPH | Storytelling in VR: light chaser's VR short film sent. | Ye Yuan, Li Mi, Tianyi Liu, Zhong Shen |
| 2014 | ISCAS | Performance evaluation of a low power optical wireless link for biomedical data transfer. | Tianyi Liu, Ulrich Bihr, Jens Anders, Maurits Ortmanns |
| 2013 | ISCAS | System level model for transcutaneous optical telemetric link. | Tianyi Liu, Jens Anders, Maurits Ortmanns |