Tianyi Chen - researchr alias

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Viewing Publication 1 - 100 from 241

2027

FedDHP: Dual-head prior-aware distillation for global generalization and personalized adaptation in federated learningTianyi Chen, Yuchen Qin, Yizhi Zhou, Heng Qi. eswa, 332:133498, 2027. [doi]

2026

MVHDiff: Leveraging 3D priors for consistent multi-view human image generation with diffusion modelsYan Huang 0031, Hongxin Fu, Zhonghang Li, Yongcan Luo, Tianyi Chen, Si Wu 0002. ijon, 676:133057, 2026. [doi]

DesInsert: Strategic descriptive term insertion fools text-to-image generationFanyu Bu, Kai Ye, Jianan Ma, Tianyi Chen, Zhen Wang. NN, 200:108857, 2026. [doi]

Toward A Digital Twin of U.S. CongressHayden S. Helm, Tianyi Chen, Harvey McGuinness, Paige Lee, Brandon Duderstadt, Carey E. Priebe. acl 2026: 10148-10160 [doi]

AirGPT: Spatio-temporal large language model for air quality predictionZhonghang Li, Tianyi Chen, Yong Xu. inffus, 127:103730, 2026. [doi]

Sailing in dangerous waters: Advanced vessel operation features extraction for global maritime accident analysisMaohan Liang, Tianyi Chen, Yutong Cai, Hua Wang, Qiang Meng. ress, 275:112740, 2026. [doi]

Path Optimization-Based Online Data-Driven Obstacle Avoidance Trajectory Planning for Intelligent VehiclesPing Liu, Tao Liu, Tianyi Chen, Mingjie Liu, Changhao Piao, Hailong Huang 0001. tiv, 11(7):833-845, July 2026. [doi]

Causality-Aware Dual Graph Approach for Multi-Cloud Networking ForecastingYongcan Luo, Jiahao Zheng 0001, Shuxin Qin, Tianyi Chen, Dapeng Oliver Wu. tnse, 13:9447-9462, 2026. [doi]

SuperABR: Super-Resolution-Assisted QoE Optimization for Mobile Adaptive Video Streaming With Queue-Driven Deep Reinforcement LearningYongyi Ran, Wenshu Huang, Tianyi Chen, Shuangwu Chen, Jiangtao Luo, Jian Yang 0014. tccn, 12:8506-8521, 2026. [doi]

Group-aware Multiscale Ensemble Learning for Test-Time Multimodal Sentiment AnalysisKai Tang, Yixuan Tang, Tianyi Chen, Haokai Xu, Qiqi Luo, Jin Guang Zheng, Zhixin Zhang, Gang Chen 0001, Haobo Wang 0001. AAAI 2026: 25831-25839 [doi]

ProCrop: Learning Aesthetic Image Cropping from Professional CompositionsKe Zhang, Tianyu Ding, Jiachen Jiang, Tianyi Chen, Ilya Zharkov, Vishal M. Patel, Luming Liang. AAAI 2026: 12600-12608 [doi]

2025

DeNoiseNAS: revisiting single-level optimization for efficient and stable neural architecture searchZhen Wang 0013, Ruhao Zeng, Hui Zhang, Tianyi Chen. eswa, 293:128649, 2025. [doi]

Controllable instance synthesis with hierarchical regularization for semi-supervised pedestrian detectionTianyi Chen, Gaozhe Li, Xiangyu Sai, Lianxin Xie, Yunfei Zhang, Si Wu 0002. ijon, 618:128831, 2025. [doi]

Exploring key factors for long-term vessel incident risk predictionTianyi Chen, Hua Wang, Yutong Cai, Maohan Liang, Qiang Meng. ress, 253:110565, 2025. [doi]

Achilles' Heel of Mamba: Essential difficulties of the Mamba architecture demonstrated by synthetic dataTianyi Chen, Pengxiao Lin, Zhiwei Wang, Zhi-Qin John Xu. nips 2025: [doi]

HM3D: A Lightweight Hierarchical Mamba Model for Efficient 3D Point Cloud AnalysisTianyi Chen, Xian-Feng Han. mir 2025: 81-89 [doi]

Design and Modeling of the Biomimetic Feather Tail for a Pigeon-Scale Flapping Wing RobotTianyi Chen, Yishi Shen, Yi Xu, Jin Yu, Zhiyuan Wu, Qing Shi. robio 2025: 1440-1445 [doi]

SpotDiff: Spatial Gene Expression Imputation Diffusion with Single-Cell RNA Sequencing Data IntegrationTianyi Chen, Yunfei Zhang, Lianxin Xie, Wenjun Shen, Si Wu 0002, Hau-San Wong. AAAI 2025: 15848-15856 [doi]

Q-DISCO: Query-Centric Densest Subgraphs in Networks with Opinion InformationTianyi Chen, Atsushi Miyauchi 0001, Charalampos E. Tsourakakis. wsdm 2025: 194-203 [doi]

Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference GuidanceLisha Chen, Quan Xiao, Ellen Hidemi Fukuda, Xinyi Chen, Kun Yuan, Tianyi Chen. icml 2025: [doi]

3DMM-GAN: Multi-Modal Alignment With Adversarial Learning for Compositional 3D Human Image SynthesisTianyi Chen, Hongxin Fu, Hao Wang 0193, Yan Huang 0031, Si Wu 0002, Yong Xu 0007, Dapeng Oliver Wu. tetci, 9(6):3951-3963, December 2025. [doi]

Quantum Contextual Bandits: Integrating Bandit Exploration into Quantum Neural NetworkTianyi Chen, Shiva Raj Pokhrel, Jiang Fang, YinLong Liu, Jiyan Sun, Liru Geng, Gang Li 0009. SMC 2025: 4824-4830 [doi]

A Robust Two-Tier Computer Vision System for Energy-Efficient Fire DetectionTianyi Chen, Lin Li, Rui Wang, Pan Wang, Yu Gao, Michal Aibin. ccece 2025: 305-309 [doi]

IP-KGQA: Intent-Aware Prompt Learning for Knowledge Graph Question AnsweringZheng Dai, Chun Ding, Tianyi Chen, Si Wu 0002, Yong Xu 0007, Runzhe Liang, Tianshi Xu, Yedong Li, Dapeng Wu 0001. icmcs 2025: 1-6 [doi]

An Empirical Study on Common Sense-Violating Bugs in Mobile AppsFu Fan, Yanjie Jiang, Tianyi Chen, Hengshun Zhang, Yuxia Zhang, Nan Niu, Hui Liu 0003. TOSEM, 34(6), July 2025. [doi]

AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained ModelsRun He, Kai Tong, Di Fang 0004, Han Sun, Ziqian Zeng, Haoran Li, Tianyi Chen, Huiping Zhuang. cvpr 2025: 4988-4998 [doi]

Endo-CLIP: Progressive Self-supervised Pre-training on Raw Colonoscopy RecordsYili He, Yan Zhu, Peiyao Fu, Ruijie Yang, Tianyi Chen, Zhihua Wang 0008, Quanlin Li, Pinghong Zhou, Xian Yang 0001, Shuo Wang 0011. miccai 2026: 106-116 [doi]

Primal-Dual Spectral Representation for Off-policy EvaluationYang Hu, Tianyi Chen, Na Li 0002, Kai Wang, Bo Dai 0001. aistats 2025: 3808-3816 [doi]

WinSpot: GUI Grounding Benchmark with Multimodal Large Language ModelsZheng Hui, Yinheng Li, Dan Zhao, Colby R. Banbury, Tianyi Chen, Kazuhito Koishida. acl 2025: 1086-1096 [doi]

Optimistic Safety for Online Convex Optimization with Unknown Linear ConstraintsSpencer Hutchinson, Tianyi Chen, Mahnoosh Alizadeh. aistats 2025: 2809-2817 [doi]

Beyond Value Functions: Single-Loop Bilevel Optimization under Flatness ConditionsLiuyuan Jiang, Quan Xiao, Lisha Chen, Tianyi Chen. nips 2025: [doi]

Improved Analysis of Penalty-Based Methods for Bilevel Optimization with Coupled ConstraintsLiuyuan Jiang, Quan Xiao, Tianyi Chen. eusipco 2025: 1183-1187 [doi]

Intra and inter-series pattern representations fusion network for multiple time series forecastingCanghong Jin, Tianyi Chen, Hao Ni, Qihao Shi. asc, 175:113024, 2025. [doi]

DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMsJongwoo Ko, Tianyi Chen, Sungnyun Kim, Tianyu Ding, Luming Liang, Ilya Zharkov, Se-Young Yun. icml 2025: [doi]

Urban Computing in the Era of Large Language ModelsZhonghang Li, Lianghao Xia, Xubin Ren, Jiabin Tang, Tianyi Chen, Yong Xu, Chao Huang 0001. tist, 16(6), December 2025. [doi]

Why 1 + 1 < 1 in Visual Token Pruning: Beyond Naive Integration via Multi-Objective Balanced CoveringYangfu Li, Hongjian Zhan, Tianyi Chen, Qi Liu, Yu-Jie Xiong, Yue Lu 0001. nips 2025: [doi]

Efficient Online Reinforcement Learning for Diffusion PolicyHaitong Ma, Tianyi Chen, Kai Wang, Na Li 0002, Bo Dai 0001. icml 2025: [doi]

InpaintFormer: Prompt-guided High-Quality Face Inpainting with Mask-Aware Self-AttentionZhouhao Ouyang, Wen Xue, Tianyi Chen, Yan Huang 0031, Si Wu 0002, Yong Xu 0007, Patrick Le Callet, Dapeng Oliver Wu. icmcs 2025: 1-6 [doi]

Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and CompressionXiaoyi Qu, David Aponte, Colby R. Banbury, Daniel P. Robinson, Tianyu Ding, Kazuhito Koishida, Ilya Zharkov, Tianyi Chen. cvpr 2025: 15234-15244 [doi]

Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHFHan Shen, Zhuoran Yang, Tianyi Chen. jmlr, 26, 2025. [doi]

On penalty-based bilevel gradient descent methodHan Shen, Quan Xiao, Tianyi Chen. mp, 214(1):539-589, November 2025. [doi]

SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data SelectionHan Shen, Pin-Yu Chen, Payel Das, Tianyi Chen. iclr 2025: [doi]

MoDA: Modeling Deformable 3D Objects from Casual VideosChaoyue Song, Jiacheng Wei, Tianyi Chen, Yiwen Chen, Chuan-Sheng Foo, Fayao Liu, Guosheng Lin. ijcv, 133(5):2825-2844, May 2025. [doi]

SemanticLoom: Category-aware Dynamic Fusion for Multi-class Few-shot Image SynthesisJie Wang, Yan Huang 0031, Yunfei Zhang, Tianyi Chen, Si Wu 0002, Yong Xu 0007, Patrick Le Callet. icmcs 2025: 1-6 [doi]

COME: contrastive mapping learning for spatial reconstruction of single-cell RNA sequencing dataXinDian Wei, Tianyi Chen, Xibiao Wang, Wenjun Shen, Cheng Liu 0001, Si Wu 0002, Hau-San Wong. bioinformatics, 41(3), 2025. [doi]

A First-order Generative Bilevel Optimization Framework for Diffusion ModelsQuan Xiao, Hui Yuan 0002, A. F. M. Saif, Gaowen Liu, Ramana Rao Kompella, Mengdi Wang 0001, Tianyi Chen. icml 2025: [doi]

Unlocking Global Optimality in Bilevel Optimization: A Pilot StudyQuan Xiao, Tianyi Chen. iclr 2025: [doi]

3DHumanEdit: Multi-modal Body Part-aware Conditioning Information Integration for 3D Human ManipulationFeifan Xu, Tianyi Chen, Fan Yang, Yunfei Zhang, Si Wu. AAAI 2025: 8833-8841 [doi]

Robust Polyp Detection and Diagnosis Through Compositional Prompt-Guided Diffusion ModelsJia Yu, Yan Zhu, Peiyao Fu, Tianyi Chen, Junbo Huang, Quanlin Li, Pinghong Zhou, Zhihua Wang 0008, Fei Wu 0001, Shuo Wang 0011, Xian Yang 0001. tmi, 44(12):5245-5257, December 2025. [doi]

Generalizable Humanoid Manipulation with 3D Diffusion PoliciesYanjie Ze, Zixuan Chen, Wenhao Wang, Tianyi Chen, Xialin He, Ying Yuan, Xue Bin Peng, Jiajun Wu 0001. iros 2025: 2873-2880 [doi]

Class-conditional image synthesis with intra-class relation preservationYunfei Zhang, Xiaoyang Huo, Tianyi Chen, Si Wu 0002, Hau-San Wong. kbs, 330:114487, 2025. [doi]

ReCAP: Recursive Context-Aware Reasoning and Planning for Large Language Model AgentsZhenyu Zhang, Tianyi Chen, Weiran Xu, Alex Pentland, Jiaxin Pei. nips 2025: [doi]

On the Robustness of GUI Grounding Models Against Image AttacksHaoren Zhao, Tianyi Chen, Zhen Wang. cvpr 2025: 1618-1623 [doi]

2024

Transferable Learning of GCN Sampling Graph Data Clusters from Different Power SystemsTong Wu 0002, Anna Scaglione, Daniel B. Arnold, Tianyi Chen. allerton 2024: 1-7 [doi]

SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement LearningShuai Zhang 0015, Heshan Devaka Fernando, Miao Liu, Keerthiram Murugesan, Songtao Lu, Pin-Yu Chen, Tianyi Chen, Meng Wang 0003. icml 2024: 58897-58934 [doi]

Leveraging Large Language Models for Wireless Symbol Detection via In-Context LearningMomin Abbas, Koushik Kar, Tianyi Chen. globecom 2024: 5217-5222 [doi]

Enhancing In-context Learning via Linear Probe CalibrationMomin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen. aistats 2024: 307-315 [doi]

Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-AvoidanceLisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen. jmlr, 25, 2024. [doi]

SELF-Former: multi-scale gene filtration transformer for single-cell spatial reconstructionTianyi Chen, XinDian Wei, Lianxin Xie, Yunfei Zhang, Cheng Liu 0001, Wenjun Shen, Si Wu 0002, Hau-San Wong. bib, 25(6), 2024. [doi]

OS-FCM: A semi-supervised clustering approach to investigating consumers' usage patterns of contactless shopping-delivery (S-D) channelTianyi Chen, Yiik Diew Wong, Kum Fai Yuen, Duowei Li, Xueqin Wang. eswa, 247:123263, 2024. [doi]

Efficient and Flexible Method for Reducing Moderate-Size Deep Neural Networks with CondensationTianyi Chen, Zhi-Qin John Xu. entropy, 26(7):567, July 2024. [doi]

Lite2: A Schemaless Zero-Copy Serialization FormatTianyi Chen, Xiaotong Guan, Shi Shuai, Cuiting Huang, Michal Aibin. computers, 13(4):89, April 2024. [doi]

Parallel Motif-Based Community DetectionTianyi Chen, Charalampos E. Tsourakakis. bigdataconf 2024: 509-518 [doi]

The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract)Tianyi Chen, Feiqi Cao, Yihao Ding, Soyeon Caren Han. AAAI 2024: 23454-23455 [doi]

The Impact of AI-Pair Programmers on Code Quality and Developer Satisfaction: Evidence from TiMi studioTianyi Chen. gaiis 2024: [doi]

Assessing Image Inpainting via Re-Inpainting Self-Consistency EvaluationTianyi Chen, Jianfu Zhang 0003, Yan Hong, Yiyi Zhang, Liqing Zhang 0001. CIKM 2024: 291-300 [doi]

FERERO: A Flexible Framework for Preference-Guided Multi-Objective LearningLisha Chen, A. F. M. Saif, Yanning Shen, Tianyi Chen. nips 2024: [doi]

A Position-Aware Approach to Decomposing God ClassesTianyi Chen, Yanjie Jiang, Fu Fan, Bo Liu, Hui Liu 0003. ASE 2024: 129-140 [doi]

GLO: Towards Generalized Learned Query OptimizationTianyi Chen, Jun Gao, Yaofeng Tu, Mo Xu. icde 2024: 4843-4855 [doi]

One-Time Compilation of Device-Level Instructions for Quantum SubroutinesAniket S. Dalvi, Jacob Whitlow, Marissa D'Onofrio, Leon Riesebos, Tianyi Chen, Samuel Phiri, Kenneth R. Brown, Jonathan M. Baker. qce 2024: 873-884 [doi]

Variance Reduction Can Improve Trade-Off in Multi-Objective LearningHeshan Devaka Fernando, Lisha Chen, Songtao Lu, Pin-Yu Chen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Gaowen Liu, Meng Wang 0003, Tianyi Chen. icassp 2024: 6975-6979 [doi]

A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled ConstraintsLiuyuan Jiang, Quan Xiao, Victor Tenorio, Fernando Real-Rojas, Antonio G. Marques, Tianyi Chen. nips 2024: [doi]

DistiLLM: Towards Streamlined Distillation for Large Language ModelsJongwoo Ko, Sungnyun Kim, Tianyi Chen, Se-Young Yun. icml 2024: 24872-24895 [doi]

An ensemble method for investigating maritime casualties resulting in pollution occurrence: Data augmentation and feature analysisDuowei Li, Yiik Diew Wong, Tianyi Chen, Nanxi Wang, Kum Fai Yuen. ress, 251:110391, 2024. [doi]

Managing mixed traffic at signalized intersections: An adaptive signal control and CAV coordination system based on deep reinforcement learningDuowei Li, Feng Zhu 0008, Jianping Wu, Yiik Diew Wong, Tianyi Chen. eswa, 238(Part C):121959, March 2024. [doi]

Spatial-temporal graph convolution network model with traffic fundamental diagram information informed for network traffic flow predictionZhao Liu, Fan Ding, Yunqi Dai, Linchao Li, Tianyi Chen, Huachun Tan. eswa, 249:123543, 2024. [doi]

Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel OptimizationA F. M. Saif, Xiaodong Cui, Han Shen, Songtao Lu, Brian Kingsbury, Tianyi Chen. icassp 2024: 10931-10935 [doi]

M2ASR: Multilingual Multi-task Automatic Speech Recognition via Multi-objective OptimizationA. F. M. Saif, Lisha Chen, Xiaodong Cui, Songtao Lu, Brian Kingsbury, Tianyi Chen. interspeech 2024: [doi]

A Method for Bilevel Optimization with Convex Lower-Level ProblemHan Shen, Santiago Paternain, Gaowen Liu, Ramana Kompella, Tianyi Chen. icassp 2024: 9426-9430 [doi]

Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHFHan Shen, Zhuoran Yang, Tianyi Chen. icml 2024: 44774-44799 [doi]

RetouchFormer: Semi-supervised High-Quality Face Retouching Transformer with Prior-Based Selective Self-AttentionXue Wen, Lianxin Xie, Le Jiang, Tianyi Chen, Si Wu 0002, Cheng Liu 0001, Hau-San Wong. AAAI 2024: 5903-5911 [doi]

Video-based point cloud compression artifact removal based on the geometry video enhancementFan Wu, Liquan Shen, Tianyi Chen, Feifeng Wang. jei, 33(2), 2024. [doi]

Towards Exact Gradient-based Training on Analog In-memory ComputingZhaoxian Wu, Tayfun Gokmen, Malte J. Rasch, Tianyi Chen. nips 2024: [doi]

ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and RobotsZhixuan Xu, Chongkai Gao, Zixuan Liu, Gang Yang, Chenrui Tie, Haozhuo Zheng, Haoyu Zhou, Weikun Peng, Debang Wang, Tianrun Hu, Tianyi Chen, Zhouliang Yu, Lin Shao 0002. iros 2024: 10905-10912 [doi]

AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and IndexingFan Yang, Tianyi Chen, Xiaosheng He, Zhongang Cai, Lei Yang 0045, Si Wu 0002, Guosheng Lin. cvpr 2024: 10596-10605 [doi]

Shallow Water Bathymetry Inversion Based on Machine Learning Using ICESat-2 and Sentinel-2 DataMengying Ye, Changbao Yang, Xuqing Zhang, Sixu Li, Xiaoran Peng, Yuyang Li, Tianyi Chen. remotesensing, 16(23):4603, 2024. [doi]

Hybrid Federated Learning for Feature & Sample Heterogeneity: Algorithms and ImplementationXinwei Zhang, Wotao Yin, Mingyi Hong, Tianyi Chen. tmlr, 2024, 2024. [doi]

A Peer Grading Approach for Open-ended Programming Projects Based on Binary System and Swiss SystemLiang Zhang, Tianyi Chen, Yue Zong, Xiaopeng Gao. sigcse 2024: 1484-1490 [doi]

DREAM: Diffusion Rectification and Estimation-Adaptive ModelsJinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang. cvpr 2024: 8342-8351 [doi]

Efficient Verification of Ground States of Frustration-Free HamiltoniansHuangjun Zhu, Yunting Li, Tianyi Chen. quantum, 8:1221, January 2024. [doi]

CaesarNeRF: Calibrated Semantic Representation for Few-Shot Generalizable Neural RenderingHaidong Zhu, Tianyu Ding, Tianyi Chen, Ilya Zharkov, Ram Nevatia, Luming Liang. eccv 2025: 71-89 [doi]

2023

An Adaptive Half-Space Projection Method for Stochastic Optimization Problems with Group Sparse RegularizationYutong Dai 0002, Tianyi Chen, Guanyi Wang, Daniel P. Robinson. tmlr, 2023, 2023. [doi]

Discovering a change point and piecewise linear structure in a time series of organoid networks via the iso-mirrorTianyi 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 0004, Christopher M. White, Carey E. Priebe. ans, 8(1):45, December 2023. [doi]

GF-2 Data for Lithological Classification Using Texture Features and PCA/ICA Methods in Jixi, Heilongjiang, ChinaTianyi Chen, Changbao Yang, Liguo Han, Senmiao Guo. remotesensing, 15(19):4676, October 2023. [doi]

LOGER: A Learned Optimizer towards Generating Efficient and Robust Query Execution PlansTianyi Chen, Jun Gao, Hedui Chen, Yaofeng Tu. pvldb, 16(7):1777-1789, 2023. [doi]

3D-Distortion Based Rate Distortion Optimization for Video-Based Point Cloud CompressionYihao Fu, Liquan Shen, Tianyi Chen. itiis, 17(2):435-449, February 2023. [doi]

Towards Understanding Asynchronous Advantage Actor-Critic: Convergence and Linear SpeedupHan Shen, Kaiqing Zhang, Mingyi Hong, Tianyi Chen. tsp, 71:2579-2594, 2023. [doi]

Byzantine-Resilient Decentralized Stochastic Optimization With Robust Aggregation RulesZhaoxian Wu, Tianyi Chen, Qing Ling. tsp, 71:3179-3195, 2023. [doi]

Lazy Queries Can Reduce Variance in Zeroth-Order OptimizationQuan Xiao, Qing Ling, Tianyi Chen. tsp, 71:3695-3709, 2023. [doi]

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