LiangXiao

Principal Researcher, HaiDian, ByteDance Inc.

Joined

February 2025

Names

LiangXiao (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@bytedance.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

HaiDian, ByteDance Inc. (bytedance.com)

2021 – Present

MS student

HaiDian, Beijing University of Posts and Telecommunications (bupt.edu.cn)

2017 – 2020

Advisors, Relations & Conflicts

Coauthor

Present

Expertise

Multimodal Representation

Present

Recommendation Systems

Present

Multimodal Large Language Model

Present

Publications

MMEmb-R1: Reasoning-Enhanced Multimodal Embedding with Pair-Aware Selection and Adaptive Control
Yuchi Wang, Haiyang Yu, Weikang Bian, Jiefeng Long, LiangXiao, ChaoFeng, Hongsheng Li
- OpenReview Archive Direct Upload
- Readers: Everyone
VGR: Visual Grounded Reasoning
Jiacong Wang, Zijian Kang, Haochen Wang, LiangXiao, Ya Wang, Jiawen Li, Bohong Wu, Ran Jiao, Haiyong Jiang, ChaoFeng, Jun Xiao
- ICLR 2026 Poster
- Readers: Everyone
One Patch Doesn’t Fit All: Adaptive Patching for Native-Resolution Multimodal Large Language Models
Wenzhuo Liu, Weijie Yin, Fei Zhu, Shijie Ma, Haiyang Guo, yi chen, Xiao-Hui Li, LiangXiao, ChaoFeng, Cheng-Lin Liu
- ICLR 2026 Poster
- Readers: Everyone
SAIL-RL: Guiding MLLMs in When and How to Think via Dual-Reward Supervision
Fangxun Shu, Yongjie Ye, Yue Liao, Zijian Kang, Weijie Yin, Jiacong Wang, LiangXiao, Shuicheng YAN, ChaoFeng
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
AdaLRS: Loss-Guided Adaptive Learning Rate Search for Efficient Foundation Model Pretraining
Hongyuan Dong, Dingkang Yang, LiangXiao, ChaoFeng, Ran Jiao
- NeurIPS 2025 poster
- Readers: Everyone

Co-Authors

View all 29 co-authors