| 2026 | ACL | Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models. | Jingwei Ni, Ekaterina Fadeeva, Tianyi Wu, Mubashara Akhtar, Jiaheng Zhang, Elliott Ash, Markus Leippold, Timothy Baldwin, See-Kiong Ng, Artem Shelmanov, Mrinmaya Sachan |
| 2026 | ACL | ThinkBooster: A Unified Framework for Seamless Test-Time Scaling of LLM Reasoning. | Vladislav Smirnov, Quang-Chieu Nguyen, Sergey Senichev, Minh Ngoc Ta, Ekaterina Fadeeva, Artem Vazhentsev, Daria Galimzianova, Nikolai Rozanov, Viktor Mazanov, Jingwei Ni, Tianyi Wu, Igor Kiselev, Mrinmaya Sachan, Iryna Gurevych, Preslav Nakov, Timothy Baldwin, Artem Shelmanov |
| 2025 | ACL | Value Residual Learning. | Zhanchao Zhou, Tianyi Wu, Zhiyun Jiang, Fares Obeid, Zhenzhong Lan |
| 2025 | ICLR | Online Clustering with Nearly Optimal Consistency. | T.-H. Hubert Chan, Shaofeng H.-C. Jiang, Tianyi Wu, Mengshi Zhao |
| 2025 | ICML | Multi-View Graph Clustering via Node-Guided Contrastive Encoding. | Yazhou Ren, Junlong Ke, Zichen Wen, Tianyi Wu, Yang Yang, Xiaorong Pu, Lifang He |
| 2024 | AAAI | Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering. | Zichen Wen, Yawen Ling, Yazhou Ren, Tianyi Wu, Jianpeng Chen, Xiaorong Pu, Zhifeng Hao, Lifang He |
| 2024 | IJCAI | Synthesizing Programmatic Policy for Generalization within Task Domain. | Tianyi Wu, Liwei Shen, Zhen Dong, Xin Peng, Wenyun Zhao |
| 2024 | ICRA | Automated Non-invasive Analysis of Motile Sperms Using Cross-scale Guidance Network. | Wei Dai, Zixuan Wu, Jiaqi Wang, Rui Liu, Min Wang, Tianyi Wu, Junxian Zhou, Zhuoran Zhang, Jun Liu |
| 2024 | WACV | Rotation-Constrained Cross-View Feature Fusion for Multi-View Appearance-based Gaze Estimation. | Yoichiro Hisadome, Tianyi Wu, Jiawei Qin, Yusuke Sugano |
| 2023 | IJCAI | Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-Attention. | Xiangcheng Liu, Tianyi Wu, Guodong Guo |
| 2022 | AAAI | Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention. | Sitong Wu, Tianyi Wu, Haoru Tan, Guodong Guo |
| 2022 | ACCV | Learning Video-Independent Eye Contact Segmentation from In-the-Wild Videos. | Tianyi Wu, Yusuke Sugano |
| 2022 | ICMLA | IGN : Implicit Generative Networks. | Haozheng Luo, Tianyi Wu, Colin Feiyu Han, Zhijun Yan |
| 2022 | IJCAI | Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention. | Kai Liu, Tianyi Wu, Cong Liu, Guodong Guo |
| 2022 | IJCAI | Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation. | Jianrong Zhang, Tianyi Wu, Chuanghao Ding, Hongwei Zhao, Guodong Guo |
| 2022 | IJCAI | CATrans: Context and Affinity Transformer for Few-Shot Segmentation. | Shan Zhang, Tianyi Wu, Sitong Wu, Guodong Guo |
| 2020 | CVPR | Hierarchical Pyramid Diverse Attention Networks for Face Recognition. | Qiangchang Wang, Tianyi Wu, He Zheng, Guodong Guo |
| 2020 | ECCV | GINet: Graph Interaction Network for Scene Parsing. | Tianyi Wu, Yu Lu, Yu Zhu, Chuang Zhang, Ming Wu, Zhanyu Ma, Guodong Guo |
| 2019 | AAAI | A Bandit Approach to Maximum Inner Product Search. | Rui Liu, Tianyi Wu, Barzan Mozafari |
| 2017 | KDD | Decomposed Normalized Maximum Likelihood Codelength Criterion for Selecting Hierarchical Latent Variable Models. | Tianyi Wu, Shinya Sugawara, Kenji Yamanishi |
| 2014 | SIGMOD | SLQ: a user-friendly graph querying system. | Shengqi Yang, Yanan Xie, Yinghui Wu, Tianyi Wu, Huan Sun, Jian Wu, Xifeng Yan |
| 2010 | EDBT | Fast computation of SimRank for static and dynamic information networks. | Cuiping Li, Jiawei Han, Guoming He, Xin Jin, Yizhou Sun, Yintao Yu, Tianyi Wu |
| 2010 | EDBT | Region-based online promotion analysis. | Tianyi Wu, Yizhou Sun, Cuiping Li, Jiawei Han |
| 2009 | DIS | Subspace Discovery for Promotion: A Cell Clustering Approach. | Tianyi Wu, Jiawei Han |
| 2009 | EDBT | RankClus: integrating clustering with ranking for heterogeneous information network analysis. | Yizhou Sun, Jiawei Han, Peixiang Zhao, Zhijun Yin, Hong Cheng, Tianyi Wu |
| 2008 | SIGMOD | BibNetMiner: mining bibliographic information networks. | Yizhou Sun, Tianyi Wu, Zhijun Yin, Hong Cheng, Jiawei Han, Xiaoxin Yin, Peixiang Zhao |
| 2008 | SIGMOD | ARCube: supporting ranking aggregate queries in partially materialized data cubes. | Tianyi Wu, Dong Xin, Jiawei Han |
| 2007 | VLDB | DataScope: Viewing Database Contents in Google Maps' Way. | Tianyi Wu, Xiaolei Li, Dong Xin, Jiawei Han, Jacob Lee, Ricardo Redder |
| 2005 | APWEB | Constraint-Based Graph Mining in Large Database. | Chen Wang, Yongtai Zhu, Tianyi Wu, Wei Wang, Baile Shi |
| 2005 | PAKDD | ADenTS: An Adaptive Density-Based Tree Structure for Approximating Aggregate Queries over Real Attributes. | Tianyi Wu, Jian Xu, Chen Wang, Wei Wang, Baile Shi |