Tianyi Chen

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 245

Top Venues

CoRR

ICASSP

NeurIPS

IEEE Trans. Signal Process.

University of Manchester, UK (PHD)

Education History

University of Manchester, UK

PHD

Publications

Tianyi Chen, Xiaotong Guan, Shi Shuai, Cuiting Huang, Michal Aibin
Lite2: A Schemaless Zero-Copy Serialization Format. Comput. 13 (4) (2024)
Tianyi Chen, Zhi-Qin John Xu
Efficient and Flexible Method for Reducing Moderate-size Deep Neural Networks with Condensation. CoRR (2024)
Zhaoxian Wu, Tayfun Gokmen, Malte J. Rasch, Tianyi Chen
Towards Exact Gradient-based Training on Analog In-memory Computing. CoRR (2024)
Tianyi Chen, Nan Hao, Yingzhou Lu, Capucine Van Rechem
Uncertainty Quantification on Clinical Trial Outcome Prediction. CoRR (2024)
Xinwei Zhang, Wotao Yin, Mingyi Hong, Tianyi Chen
Hybrid Federated Learning for Feature & Sample Heterogeneity: Algorithms and Implementation. Trans. Mach. Learn. Res. 2024 (2024)
Jongwoo Ko, Sungnyun Kim, Tianyi Chen, Se-Young Yun
DistiLLM: Towards Streamlined Distillation for Large Language Models. CoRR (2024)
Tianyi Chen, Hua Wang, Yutong Cai, Maohan Liang, Qiang Meng
Exploring Key Factors for Long-Term Vessel Incident Risk Prediction. CoRR (2024)
Huangjun Zhu, Yunting Li, Tianyi Chen
Efficient Verification of Ground States of Frustration-Free Hamiltonians. Quantum 8 (2024)
Tianyi Chen, Zhi-Qin John Xu
Efficient and Flexible Method for Reducing Moderate-Size Deep Neural Networks with Condensation. Entropy 26 (7) (2024)
Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen
Enhancing In-context Learning via Linear Probe Calibration. AISTATS (2024)
Han Shen, Zhuoran Yang, Tianyi Chen
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF. CoRR (2024)
Tianyi Chen
The Impact of AI-Pair Programmers on Code Quality and Developer Satisfaction: Evidence from TiMi studio. GAIIS (2024)
Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen
Enhancing In-context Learning via Linear Probe Calibration. CoRR (2024)
Spencer Hutchinson, Tianyi Chen, Mahnoosh Alizadeh
Optimistic Safety for Linearly-Constrained Online Convex Optimization. CoRR (2024)
Runzhong Wang, Yunhao Zhang, Ziao Guo, Tianyi Chen, Xiaokang Yang, Junchi Yan
LinSATNet: The Positive Linear Satisfiability Neural Networks. CoRR (2024)
Duowei Li, Feng Zhu, Jianping Wu, Yiik Diew Wong, Tianyi Chen
Managing mixed traffic at signalized intersections: An adaptive signal control and CAV coordination system based on deep reinforcement learning. Expert Syst. Appl. 238 (Part C) (2024)
Tianyi Chen, Jianfu Zhang, Yan Hong, Yiyi Zhang, Liqing Zhang
Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation. CoRR (2024)
Han Shen, Santiago Paternain, Gaowen Liu, Ramana Kompella, Tianyi Chen
A Method for Bilevel Optimization with Convex Lower-Level Problem. ICASSP (2024)
Zhixuan Xu, Chongkai Gao, Zixuan Liu, Gang Yang, Chenrui Tie, Haozhuo Zheng, Haoyu Zhou, Weikun Peng, Debang Wang, Tianyi Chen, Zhouliang Yu, Lin Shao
ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots. CoRR (2024)
Tianyi Chen, Jun Gao, Yaofeng Tu, Mo Xu
GLO: Towards Generalized Learned Query Optimization. ICDE (2024)
Tianyu Ding, Jinxin Zhou, Tianyi Chen, Zhihui Zhu, Ilya Zharkov, Luming Liang
AdaContour: Adaptive Contour Descriptor with Hierarchical Representation. CoRR (2024)
Tianyi Chen, Feiqi Cao, Yihao Ding, Soyeon Caren Han
The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract). AAAI (2024)
Liang Zhang, Tianyi Chen, Yue Zong, Xiaopeng Gao
A Peer Grading Approach for Open-ended Programming Projects Based on Binary System and Swiss System. SIGCSE (1) (2024)
Duowei Li, Yiik Diew Wong, Tianyi Chen, Nanxi Wang, Kum Fai Yuen
An ensemble method for investigating maritime casualties resulting in pollution occurrence: Data augmentation and feature analysis. Reliab. Eng. Syst. Saf. 251 (2024)
Fan Wu, Liquan Shen, Tianyi Chen, Feifeng Wang
Video-based point cloud compression artifact removal based on the geometry video enhancement. J. Electronic Imaging 33 (2) (2024)
Shuai Zhang, Heshan Devaka Fernando, Miao Liu, Keerthiram Murugesan, Songtao Lu, Pin-Yu Chen, Tianyi Chen, Meng Wang
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning. CoRR (2024)
Xue Wen, Lianxin Xie, Le Jiang, Tianyi Chen, Si Wu, Cheng Liu, Hau-San Wong
RetouchFormer: Semi-supervised High-Quality Face Retouching Transformer with Prior-Based Selective Self-Attention. AAAI (2024)
Tianyi Chen, Yiik Diew Wong, Kum Fai Yuen, Duowei Li, Xueqin Wang
OS-FCM: A semi-supervised clustering approach to investigating consumers' usage patterns of contactless shopping-delivery (S-D) channel. Expert Syst. Appl. 247 (2024)
Huiping Zhuang, Run He, Kai Tong, Di Fang, Han Sun, Haoran Li, Tianyi Chen, Ziqian Zeng
Analytic Federated Learning. CoRR (2024)
Pratheba Selvaraju, Tianyu Ding, Tianyi Chen, Ilya Zharkov, Luming Liang
FORA: Fast-Forward Caching in Diffusion Transformer Acceleration. CoRR (2024)
A F. M. Saif, Xiaodong Cui, Han Shen, Songtao Lu, Brian Kingsbury, Tianyi Chen
Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization. CoRR (2024)
Liuyuan Jiang, Quan Xiao, Victor M. Tenorio, Fernando Real-Rojas, Antonio G. Marqués, Tianyi Chen
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints. CoRR (2024)
Guangzhi Wang, Tianyi Chen, Kamran Ghasedi, HsiangTao Wu, Tianyu Ding, Chris Nuesmeyer, Ilya Zharkov, Mohan S. Kankanhalli, Luming Liang
S3Editor: A Sparse Semantic-Disentangled Self-Training Framework for Face Video Editing. CoRR (2024)
Heshan Devaka Fernando, Lisha Chen, Songtao Lu, Pin-Yu Chen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Gaowen Liu, Meng Wang, Tianyi Chen
Variance Reduction Can Improve Trade-Off in Multi-Objective Learning. ICASSP (2024)
Zhao Liu, Fan Ding, Yunqi Dai, Linchao Li, Tianyi Chen, Huachun Tan
Spatial-temporal graph convolution network model with traffic fundamental diagram information informed for network traffic flow prediction. Expert Syst. Appl. 249 (2024)
A F. M. Saif, Xiaodong Cui, Han Shen, Songtao Lu, Brian Kingsbury, Tianyi Chen
Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization. ICASSP (2024)
Quan Xiao, Songtao Lu, Tianyi Chen
An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition. NeurIPS (2023)
Tianyi Chen, Tianyu Ding, Zhihui Zhu, Zeyu Chen, HsiangTao Wu, Ilya Zharkov, Luming Liang
OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators. CoRR (2023)
Chaoyue Song, Tianyi Chen, Yiwen Chen, Jiacheng Wei, Chuan Sheng Foo, Fayao Liu, Guosheng Lin
MoDA: Modeling Deformable 3D Objects from Casual Videos. CoRR (2023)
Zhehua Zhong, Tianyi Chen, Zhen Wang
MAT: Mixed-Strategy Game of Adversarial Training in Fine-tuning. CoRR (2023)
Xuanang Xu, Hannah H. Deng, Tianyi Chen, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, James J. Xia, Pingkun Yan
Federated Cross Learning for Medical Image Segmentation. MIDL (2023)
Tianyi Chen, Qidi Wang, Zhen Dong, Liwei Shen, Xin Peng
Enhancing Robot Program Synthesis Through Environmental Context. NeurIPS (2023)
Tianyi Chen, Qidi Wang, Zhen Dong, Liwei Shen, Xin Peng
Enhancing Robot Program Synthesis Through Environmental Context. CoRR (2023)
Tianyu Ding, Tianyi Chen, Haidong Zhu, Jiachen Jiang, Yiqi Zhong, Jinxin Zhou, Guangzhi Wang, Zhihui Zhu, Ilya Zharkov, Luming Liang
The Efficiency Spectrum of Large Language Models: An Algorithmic Survey. CoRR (2023)
Quan Xiao, Qing Ling, Tianyi Chen
Lazy Queries Can Reduce Variance in Zeroth-Order Optimization. IEEE Trans. Signal Process. 71 (2023)
Tianyi Chen, Tianyu Ding, Badal Yadav, Ilya Zharkov, Luming Liang
LoRAShear: Efficient Large Language Model Structured Pruning and Knowledge Recovery. CoRR (2023)
Tianyi Chen, Luming Liang, Tianyu Ding, Zhihui Zhu, Ilya Zharkov
OTOV2: Automatic, Generic, User-Friendly. CoRR (2023)
Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone
Learning with Limited Samples: Meta-Learning and Applications to Communication Systems. Found. Trends Signal Process. 17 (2) (2023)
Liang Zhang, Yue Zong, Tianyi Chen, Yafeng Ma, Shuo An, Lijun Zhang
A Peer Review Approach to Grading Projects in Computer Courses. FIE (2023)
Han Shen, Kaiqing Zhang, Mingyi Hong, Tianyi Chen
Towards Understanding Asynchronous Advantage Actor-Critic: Convergence and Linear Speedup. IEEE Trans. Signal Process. 71 (2023)
Tianyi Chen, Luming Liang, Tianyu Ding, Zhihui Zhu, Ilya Zharkov
OTOv2: Automatic, Generic, User-Friendly. ICLR (2023)
Jinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang
DREAM: Diffusion Rectification and Estimation-Adaptive Models. CoRR (2023)
Zhehua Zhong, Tianyi Chen, Zhen Wang
MAT: Mixed-Strategy Game of Adversarial Training in Fine-tuning. IJCAI (2023)
Quan Xiao, Han Shen, Wotao Yin, Tianyi Chen
Alternating Projected SGD for Equality-constrained Bilevel Optimization. AISTATS (2023)
Lisha Chen, Momin Abbas, Tianyi Chen
A Nested Ensemble Method to Bilevel Machine Learning. ICASSP (2023)
Atsushi Miyauchi, Tianyi Chen, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity. CoRR (2023)
Wenjie Lv, Zhen Wang, Yitao Zheng, Zhehua Zhong, Qi Xuan, Tianyi Chen
BufferSearch: Generating Black-Box Adversarial Texts With Lower Queries. CoRR (2023)
Lisha Chen, Heshan Fernando, Yiming Ying, Tianyi Chen
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. CoRR (2023)
Han Shen, Tianyi Chen
On Penalty-based Bilevel Gradient Descent Method. ICML (2023)
Tianyi Chen, Jun Gao, Hedui Chen, Yaofeng Tu
LOGER: A Learned Optimizer towards Generating Efficient and Robust Query Execution Plans. Proc. VLDB Endow. 16 (7) (2023)
Tianyi Chen, Luming Liang, Tianyu Ding, Ilya Zharkov
Towards Automatic Neural Architecture Search within General Super-Networks. CoRR (2023)
Kaustubh Badrike, Aniket S. Dalvi, Filip Mazurek, Marissa D'Onofrio, Jacob Whitlow, Tianyi Chen, Samuel Phiri, Leon Riesebos, Kenneth R. Brown, Frank Mueller
QisDAX: An Open Source Bridge from Qiskit to Trapped-Ion Quantum Devices. QCE (2023)
Heshan Devaka Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen
Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach. ICLR (2023)
Tianyi Chen, Changbao Yang, Liguo Han, Senmiao Guo
GF-2 Data for Lithological Classification Using Texture Features and PCA/ICA Methods in Jixi, Heilongjiang, China. Remote. Sens. 15 (19) (2023)
Duowei Li, Jianping Wu, Feng Zhu, Tianyi Chen, Yiik Diew Wong
Modeling adaptive platoon and reservation-based intersection control for connected and autonomous vehicles employing deep reinforcement learning. Comput. Aided Civ. Infrastructure Eng. 38 (10) (2023)
Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. NeurIPS (2023)
Aniket S. Dalvi, Jacob Whitlow, Marissa D'Onofrio, Leon Riesebos, Tianyi Chen, Samuel Phiri, Kenneth R. Brown, Jonathan M. Baker
One-Time Compilation of Device-Level Instructions for Quantum Subroutines. CoRR (2023)
Zhaoxian Wu, Tianyi Chen, Qing Ling
Byzantine-Resilient Decentralized Stochastic Optimization With Robust Aggregation Rules. IEEE Trans. Signal Process. 71 (2023)
Han Shen, Songtao Lu, Xiaodong Cui, Tianyi Chen
Distributed Offline Policy Optimization Over Batch Data. AISTATS (2023)
Liang Zhang, Tianyi Chen, Yue Zong, Lijun Zhang
Research to Practice of Blended Learning in Computer Programming Course. FIE (2023)
John David Maunder, Jiesi Zhang, Jianming Lu, Tianyi Chen, Zach Hindley, Eric Saczuk, Michal Aibin
AI-based General Visual Inspection of Aircrafts Based on YOLOv5. CCECE (2023)
Yihao Fu, Liquan Shen, Tianyi Chen
3D-Distortion Based Rate Distortion Optimization for Video-Based Point Cloud Compression. KSII Trans. Internet Inf. Syst. 17 (2) (2023)
Yutong Dai, Tianyi Chen, Guanyi Wang, Daniel P. Robinson
An Adaptive Half-Space Projection Method for Stochastic Optimization Problems with Group Sparse Regularization. Trans. Mach. Learn. Res. 2023 (2023)
Haidong Zhu, Tianyu Ding, Tianyi Chen, Ilya Zharkov, Ram Nevatia, Luming Liang
CaesarNeRF: Calibrated Semantic Representation for Few-shot Generalizable Neural Rendering. CoRR (2023)
Fan Yang, Tianyi Chen, Xiaosheng He, Zhongang Cai, Lei Yang, Si Wu, Guosheng Lin
AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing. CoRR (2023)
Youbang Sun, Heshan Fernando, Tianyi Chen, Shahin Shahrampour
On the Stability Analysis of Open Federated Learning Systems. ACC (2023)
Quan Xiao, Songtao Lu, Tianyi Chen
A Generalized Alternating Method for Bilevel Learning under the Polyak-Łojasiewicz Condition. CoRR (2023)
Atsushi Miyauchi, Tianyi Chen, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity. KDD (2023)
Tianyi Chen, Youngser Park, Ali Saad-Eldin, Zachary Lubberts, Avanti Athreya, Benjamin D. Pedigo, Joshua T. Vogelstein, Francesca Puppo, Gabriel A. Silva, Alysson R. Muotri, Weiwei Yang, Christopher M. White, Carey E. Priebe
Discovering a change point and piecewise linear structure in a time series of organoid networks via the iso-mirror. Appl. Netw. Sci. 8 (1) (2023)
Han Shen, Tianyi Chen
On Penalty-based Bilevel Gradient Descent Method. CoRR (2023)
Runzhong Wang, Yunhao Zhang, Ziao Guo, Tianyi Chen, Xiaokang Yang, Junchi Yan
LinSATNet: The Positive Linear Satisfiability Neural Networks. ICML (2023)
Yunfei Zhang, Xiaoyang Huo, Tianyi Chen, Si Wu, Hau-San Wong
Exploring Intra-class Variation Factors with Learnable Cluster Prompts for Semi-supervised Image Synthesis. CVPR (2023)
Lisha Chen, Tianyi Chen
Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably? AISTATS (2022)
Tianyi Chen, Yuejiao Sun, Quan Xiao, Wotao Yin
A Single-Timescale Method for Stochastic Bilevel Optimization. AISTATS (2022)
Siliang Zeng, Tianyi Chen, Alfredo Garcia, Mingyi Hong
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees. L4DC (2022)
Quan Xiao, Qing Ling, Tianyi Chen
Lazy Queries Can Reduce Variance in Zeroth-order Optimization. CoRR (2022)
Xiupeng Shi, Yiik Diew Wong, Chen Chai, Michael Zhi-Feng Li, Tianyi Chen, Zeng Zeng
Automatic Clustering for Unsupervised Risk Diagnosis of Vehicle Driving for Smart Road. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Tianyi Chen, Yu Liu, Xunjun Chen
Image-oriented ciphertext-policy attribute-based encryption system. CIS (2022)
Zirui Yan, Quan Xiao, Tianyi Chen, Ali Tajer
Federated Multi-Armed Bandit Via Uncoordinated Exploration. ICASSP (2022)
Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning. ICML (2022)
Bo Ji, Tianyi Chen
FSCNN: A Fast Sparse Convolution Neural Network Inference System. CoRR (2022)
Leon Riesebos, Brad Bondurant, Jacob Whitlow, Junki Kim, Mark Kuzyk, Tianyi Chen, Samuel Phiri, Ye Wang, Chao Fang, Andrew Van Horn, Jungsang Kim, Kenneth R. Brown
Modular software for real-time quantum control systems. QCE (2022)
Rowan S. M. Howell, Matthew A. Clarke, Ann-Kathrin Reuschl, Tianyi Chen, Sean Abbott-Imboden, Mervyn Singer, David M. Lowe, Clare L. Bennett, Benjamin Chain, Clare Jolly, Jasmin Fisher
Executable network of SARS-CoV-2-host interaction predicts drug combination treatments. npj Digit. Medicine 5 (2022)
Tianyu Ding, Luming Liang, Zhihui Zhu, Tianyi Chen, Ilya Zharkov
Sparsity-guided Network Design for Frame Interpolation. CoRR (2022)
Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning. CoRR (2022)
Tianyi Chen, Yunfei Zhang, Xiaoyang Huo, Si Wu, Yong Xu, Hau-San Wong
SphericGAN: Semi-supervised Hyper-spherical Generative Adversarial Networks for Fine-grained Image Synthesis. CVPR (2022)
Tao Sun, Han Shen, Tianyi Chen, Dongsheng Li
Adaptive Temporal Difference Learning With Linear Function Approximation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Tianyi Chen, Brian Matejek, Michael Mitzenmacher, Charalampos E. Tsourakakis
Algorithmic Tools for Understanding the Motif Structure of Networks. ECML/PKDD (2) (2022)
Tianyi Chen, Charalampos E. Tsourakakis
AntiBenford Subgraphs: Unsupervised Anomaly Detection in Financial Networks. CoRR (2022)
Jun Sun, Tianyi Chen, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang
Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (4) (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tianyi Chen