Tianle Cai
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
7
Active years
2021–2026
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | SWE-Swiss: A Multi-Task Fine-Tuning and RL Recipe for High-Performance Issue Resolution. | Zhenyu He, Qingping Yang, Wei Shen, Xiaojian Zhong, Kechi Zhang, Chenxin An, Wenlei Shi, Tianle Cai, Di He, Jiaze Chen, Jingjing Xu |
| 2025 | ICLR | SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models. | Muyang Li, Yujun Lin, Zhekai Zhang, Tianle Cai, Xiuyu Li, Junxian Guo, Enze Xie, Chenlin Meng, Jun-Yan Zhu, Song Han |
| 2025 | ICLR | Training-Free Activation Sparsity in Large Language Models. | James Liu, Pragaash Ponnusamy, Tianle Cai, Han Guo, Yoon Kim, Ben Athiwaratkun |
| 2025 | ICML | Unnatural Languages Are Not Bugs but Features for LLMs. | Keyu Duan, Yiran Zhao, Zhili Feng, Jinjie Ni, Tianyu Pang, Qian Liu, Tianle Cai, Longxu Dou, Kenji Kawaguchi, Anirudh Goyal, J. Zico Kolter, Michael Qizhe Shieh |
| 2025 | ICML | MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations. | Kaixuan Huang, Jiacheng Guo, Zihao Li, Xiang Ji, Jiawei Ge, Wenzhe Li, Yingqing Guo, Tianle Cai, Hui Yuan, Runzhe Wang, Yue Wu, Ming Yin, Shange Tang, Yangsibo Huang, Chi Jin, Xinyun Chen, Chiyuan Zhang, Mengdi Wang |
| 2025 | ICML | CommVQ: Commutative Vector Quantization for KV Cache Compression. | Junyan Li, Yang Zhang, Muhammad Yusuf Hassan, Talha Chafekar, Tianle Cai, Zhile Ren, Pengsheng Guo, Foroozan Karimzadeh, Colorado Reed, Chong Wang, Chuang Gan |
| 2024 | CogSci | Incremental Comprehension of Garden-Path Sentences by Large Language Models: Semantic Interpretation, Syntactic Re-Analysis, and Attention. | Andrew Li, Xianle Feng, Siddhant Narang, Austin Peng, Tianle Cai, Raj Sanjay Shah, Sashank Varma |
| 2024 | CVPR | DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models. | Muyang Li, Tianle Cai, Jiaxin Cao, Qinsheng Zhang, Han Cai, Junjie Bai, Yangqing Jia, Kai Li, Song Han |
| 2024 | ECCV | FlexAttention for Efficient High-Resolution Vision-Language Models. | Junyan Li, Delin Chen, Tianle Cai, Peihao Chen, Yining Hong, Zhenfang Chen, Yikang Shen, Chuang Gan |
| 2024 | ICLR | Large Language Models as Tool Makers. | Tianle Cai, Xuezhi Wang, Tengyu Ma, Xinyun Chen, Denny Zhou |
| 2024 | ICML | Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads. | Tianle Cai, Yuhong Li, Zhengyang Geng, Hongwu Peng, Jason D. Lee, Deming Chen, Tri Dao |
| 2024 | NAACL | REST: Retrieval-Based Speculative Decoding. | Zhenyu He, Zexuan Zhong, Tianle Cai, Jason D. Lee, Di He |
| 2023 | ICLR | What Makes Convolutional Models Great on Long Sequence Modeling? | Yuhong Li, Tianle Cai, Yi Zhang, Deming Chen, Debadeepta Dey |
| 2021 | ICML | A Theory of Label Propagation for Subpopulation Shift. | Tianle Cai, Ruiqi Gao, Jason D. Lee, Qi Lei |
| 2021 | ICML | GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training. | Tianle Cai, Shengjie Luo, Keyulu Xu, Di He, Tie-Yan Liu, Liwei Wang |
| 2021 | ICML | Towards Certifying L-infinity Robustness using Neural Networks with L-inf-dist Neurons. | Bohang Zhang, Tianle Cai, Zhou Lu, Di He, Liwei Wang |