TianQi Hou

Researcher, Hefei, Huawei Technologies Ltd.

Joined

May 2022

Names

TianQi Hou (Preferred)

Emails

****@connect.ust.hk (Confirmed)

Personal Links

Career & Education History

Researcher

Hefei, Huawei Technologies Ltd. (huawei.com)

2022 – Present

PhD student

Hongkong, Hong Kong University of Science and Technology (hkust.edu)

2016 – 2021

Advisors, Relations & Conflicts

PhD Advisor

2016 – 2021

Expertise

High-Dimensional Statistics

Present

Publications

UniCMs: A Unified Consistency Model For Efficient Multimodal Generation and Understanding
Chenkai Xu, Xu Wang, Zhenyi Liao, Yishun Li, TianQi Hou, Zhijie Deng
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
A Random Matrix Analysis of In-context Memorization for Nonlinear Attention
Zhenyu Liao, Jiaqing Liu, TianQi Hou, Difan Zou, Zenan Ling
- Submitted to ICLR 2026
- Readers: Everyone
Adaptive Discretization for Consistency Models
Jiayu Bai, Zhanbo Feng, Zhijie Deng, TianQi Hou, Robert C Qiu, Zenan Ling
- NeurIPS 2025 poster
- Readers: Everyone
MatryoshkaKV: Adaptive KV Compression via Trainable Orthogonal Projection
Bokai Lin, Zihao Zeng, Zipeng Xiao, Siqi Kou, TianQi Hou, Xiaofeng Gao, Hao Zhang, Zhijie Deng
- ICLR 2025 Poster
- Readers: Everyone
In-context KV-Cache Eviction for LLMs via Attention-Gate
Zihao Zeng, Bokai Lin, TianQi Hou, Hao Zhang, Zhijie Deng
- Submitted to ICLR 2025
- Readers: Everyone
The price of ignorance: how much does it cost to forget noise structure in low-rank matrix estimation?
Jean Barbier, TianQi Hou, Marco Mondelli, Manuel Saenz
- Published: 31 Oct 2022, Last Modified: 11 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone

Co-Authors