Tianyi Chen

33 papers at tracked venues · 26 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×6 CVPR ×5 ICML ×4 NeurIPS ×4 ACL ×2 ICLR ×2 IROS ×2 AISTATS ×1 ASE ×1 CIKM ×1 ECCV ×1 ICDE ×1 MICCAI ×1 SIGMOD ×1 WSDM ×1

Frequent coauthors

Tianyu Ding

×5

Ilya Zharkov

×5

Luming Liang

×4

Si Wu

×4

Quan Xiao

×3

Jun Gao

×2

Yaofeng Tu

×2

Mo Xu

×2

Jiachen Jiang

×2

Fan Yang

×2

Yunfei Zhang

×2

Colby R. Banbury

×2

Papers

Divo: Learning a Stable and Effective Query Optimizer with a Diverse Workload
SIGMOD 2026 · Tianyi Chen,
Jun Gao
,
Yaofeng Tu
,
Yang Lin
,
Mo Xu
,
Yinjun Han
Group-aware Multiscale Ensemble Learning for Test-Time Multimodal Sentiment Analysis
AAAI 2026 ·
Kai Tang
,
Yixuan Tang
, Tianyi Chen,
Haokai Xu
,
Qiqi Luo
,
Jin Guang Zheng
,
Zhixin Zhang
,
Gang Chen
,
Haobo Wang
ProCrop: Learning Aesthetic Image Cropping from Professional Compositions
AAAI 2026 ·
Ke Zhang
,
Tianyu Ding
,
Jiachen Jiang
, Tianyi Chen,
Ilya Zharkov
,
Vishal M. Patel
,
Luming Liang
Toward A Digital Twin of U.S. Congress
ACL 2026 ·
Hayden S. Helm
, Tianyi Chen,
Harvey McGuinness
,
Paige Lee
,
Brandon Duderstadt
,
Carey E. Priebe
3DHumanEdit: Multi-modal Body Part-aware Conditioning Information Integration for 3D Human Manipulation
AAAI 2025 ·
Feifan Xu
, Tianyi Chen,
Fan Yang
,
Yunfei Zhang
,
Si Wu
AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models
CVPR 2025 ·
Run He
,
Kai Tong
,
Di Fang
,
Han Sun
,
Ziqian Zeng
,
Haoran Li
, Tianyi Chen,
Huiping Zhuang
Achilles' Heel of Mamba: Essential difficulties of the Mamba architecture demonstrated by synthetic data
NeurIPS 2025 · Tianyi Chen,
Pengxiao Lin
,
Zhiwei Wang
,
Zhi-Qin John Xu
Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression
CVPR 2025 ·
Xiaoyi Qu
,
David Aponte
,
Colby R. Banbury
,
Daniel P. Robinson
,
Tianyu Ding
,
Kazuhito Koishida
,
Ilya Zharkov
, Tianyi Chen
Beyond Value Functions: Single-Loop Bilevel Optimization under Flatness Conditions
NeurIPS 2025 ·
Liuyuan Jiang
,
Quan Xiao
,
Lisha Chen
, Tianyi Chen
DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs
ICML 2025 ·
Jongwoo Ko
, Tianyi Chen,
Sungnyun Kim
,
Tianyu Ding
,
Luming Liang
,
Ilya Zharkov
,
Se-Young Yun
Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance
ICML 2025 ·
Lisha Chen
,
Quan Xiao
,
Ellen Hidemi Fukuda
,
Xinyi Chen
,
Kun Yuan
, Tianyi Chen
Endo-CLIP: Progressive Self-supervised Pre-training on Raw Colonoscopy Records
MICCAI 2025 ·
Yili He
,
Yan Zhu
,
Peiyao Fu
,
Ruijie Yang
, Tianyi Chen,
Zhihua Wang
,
Quanlin Li
,
Pinghong Zhou
,
Xian Yang
,
Shuo Wang
Generalizable Humanoid Manipulation with 3D Diffusion Policies
IROS 2025 ·
Yanjie Ze
,
Zixuan Chen
,
Wenhao Wang
, Tianyi Chen,
Xialin He
,
Ying Yuan
,
Xue Bin Peng
,
Jiajun Wu
On the Robustness of GUI Grounding Models Against Image Attacks
CVPR 2025 ·
Haoren Zhao
, Tianyi Chen,
Zhen Wang
Optimistic Safety for Online Convex Optimization with Unknown Linear Constraints
AISTATS 2025 ·
Spencer Hutchinson
, Tianyi Chen,
Mahnoosh Alizadeh
Q-DISCO: Query-Centric Densest Subgraphs in Networks with Opinion Information
WSDM 2025 · Tianyi Chen,
Atsushi Miyauchi
,
Charalampos E. Tsourakakis
ReCAP: Recursive Context-Aware Reasoning and Planning for Large Language Model Agents
NeurIPS 2025 ·
Zhenyu Zhang
, Tianyi Chen,
Weiran Xu
,
Alex Pentland
,
Jiaxin Pei
SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
ICLR 2025 ·
Han Shen
,
Pin-Yu Chen
,
Payel Das
, Tianyi Chen
SpotDiff: Spatial Gene Expression Imputation Diffusion with Single-Cell RNA Sequencing Data Integration
AAAI 2025 · Tianyi Chen,
Yunfei Zhang
,
Lianxin Xie
,
Wenjun Shen
,
Si Wu
,
Hau-San Wong
Unlocking Global Optimality in Bilevel Optimization: A Pilot Study
ICLR 2025 ·
Quan Xiao
, Tianyi Chen
Why 1 + 1 < 1 in Visual Token Pruning: Beyond Naive Integration via Multi-Objective Balanced Covering
NeurIPS 2025 ·
Yangfu Li
,
Hongjian Zhan
, Tianyi Chen,
Qi Liu
,
Yu-Jie Xiong
,
Yue Lu
WinSpot: GUI Grounding Benchmark with Multimodal Large Language Models
ACL 2025 ·
Zheng Hui
,
Yinheng Li
,
Dan Zhao
,
Colby R. Banbury
, Tianyi Chen,
Kazuhito Koishida
A Position-Aware Approach to Decomposing God Classes
ASE 2024 · Tianyi Chen,
Yanjie Jiang
,
Fu Fan
,
Bo Liu
,
Hui Liu
Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation
CIKM 2024 · Tianyi Chen,
Jianfu Zhang
,
Yan Hong
,
Yiyi Zhang
,
Liqing Zhang
AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing
CVPR 2024 ·
Fan Yang
, Tianyi Chen,
Xiaosheng He
,
Zhongang Cai
,
Lei Yang
,
Si Wu
,
Guosheng Lin
CaesarNeRF: Calibrated Semantic Representation for Few-Shot Generalizable Neural Rendering
ECCV 2024 ·
Haidong Zhu
,
Tianyu Ding
, Tianyi Chen,
Ilya Zharkov
,
Ram Nevatia
,
Luming Liang
DREAM: Diffusion Rectification and Estimation-Adaptive Models
CVPR 2024 ·
Jinxin Zhou
,
Tianyu Ding
, Tianyi Chen,
Jiachen Jiang
,
Ilya Zharkov
,
Zhihui Zhu
,
Luming Liang
DistiLLM: Towards Streamlined Distillation for Large Language Models
ICML 2024 ·
Jongwoo Ko
,
Sungnyun Kim
, Tianyi Chen,
Se-Young Yun
GLO: Towards Generalized Learned Query Optimization
ICDE 2024 · Tianyi Chen,
Jun Gao
,
Yaofeng Tu
,
Mo Xu
ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots
IROS 2024 ·
Zhixuan 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
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF
ICML 2024 ·
Han Shen
,
Zhuoran Yang
, Tianyi Chen
RetouchFormer: Semi-supervised High-Quality Face Retouching Transformer with Prior-Based Selective Self-Attention
AAAI 2024 ·
Xue Wen
,
Lianxin Xie
,
Le Jiang
, Tianyi Chen,
Si Wu
,
Cheng Liu
,
Hau-San Wong
The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract)
AAAI 2024 · Tianyi Chen,
Feiqi Cao
,
Yihao Ding
,
Soyeon Caren Han