Bo XU

Full Professor, Institute of automation, Chinese academy of science, Chinese Academy of Sciences

Joined

June 2021

Names

Bo XU (Preferred)

Bo Xu

Emails

****@ia.ac.cn (Confirmed)

Personal Links

ORCID

ACL Anthology

Career & Education History

Full Professor

Institute of automation, Chinese academy of science, Chinese Academy of Sciences (ia.ac.cn)

Present

Advisors, Relations & Conflicts

Coauthor

Shuang Xu

2000 – 2025

Expertise

Large Language Model

2018 – 2025

Pattern Recognition

1988 – 2020

Publications

Self-Verifying Reflection Helps Transformers with CoT Reasoning
Zhongwei Yu, Wannian Xia, Xue Yan, Bo XU, Haifeng Zhang, Yali Du, Jun Wang
- NeurIPS 2025
- Readers: Everyone
SpikingBrain: Spiking Brain-inspired Large Models
Yuqi Pan, Yupeng Feng, JingHao Zhuang, siyu ding, Han Xu, Zehao Liu, Bohan Sun, Yuhong Chou, Xuerui Qiu, Anlin Deng, Anjie Hu, Shurong Wang, Peng Zhou, Man Yao, Jibin Wu, jian yang, 孙国梁, Bo XU, Guoqi Li
- Accepted by TMLR
- Readers: Everyone
Spike-driven Large Language Model
Han Xu, Xuerui Qiu, Baiyu Chen, Xinhao Luo, Xingrun Xing, Jiahong Zhang, Kexin Wang, Di Shang, Bo Lei, Tiejun Huang, Bo XU, Guoqi Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
DIME: Tackling Density Imbalance for High-Performance and Low-Latency Event-Based Object Detection
Tianxiang Hu, Man Yao, Jiahong Zhang, Yanbin Huang, Kexin Wang, Yulin Wang, Bo XU, Guoqi Li
- Submitted to ICLR 2026
- Readers: Everyone
Towards Knowledge‑and‑Data‑Driven Organic Reaction Prediction: RAG‑Enhanced and Reasoning‑Powered Hybrid System with LLMs
Qingyu Wang, Xinyuan Cai, Xiang Cheng, YuZhe Gao, Bo XU
- ICLR 2026 Poster
- Readers: Everyone
OPRIDE: Efficient Offline Preference-based Reinforcement Learning via In-Dataset Exploration
Yiqin Yang, Hao Hu, Yihuan Mao, Jin Zhang, Chengjie Wu, Yuhua Jiang, Xu Yang, Runpeng Xie, Yi Fan, Bo Liu, Yang Gao, Bo XU, Chongjie Zhang
- ICLR 2026 Poster
- Readers: Everyone
Parallel Training in Spiking Neural Networks
Yanbin Huang, Man Yao, Yuqi Pan, Changze Lv, Siyuan Xu, Xiaoqing Zheng, Bo XU, Guoqi Li
- Submitted to ICLR 2026
- Readers: Everyone
GlobeDiff: State Diffusion Process for Partial Observability in Multi-Agent System
Yiqin Yang, Xu Yang, Yuhua Jiang, Ni Mu, Hao Hu, Runpeng Xie, Ziyou Zhang, Siyuan Li, Yuan-Hua Ni, Qianchuan Zhao, Bo XU
- ICLR 2026 Poster
- Readers: Everyone
Householder-Diagonalized Linear Attention (HDLA): Utilizing Enhanced Decay Mechanism for Efficient Sequence Modeling
Jiefu Zhang, Zhen Qin, Jiabo Tong, Shijie Mei, JiaKui Hu, Yuqi Pan, Anjie Hu, Man Yao, Bo XU, Guoqi Li
- ICLR 2026 Poster
- Readers: Everyone
SVL: Empowering Spiking Neural Networks for Efficient 3D Open-World Understanding
Xuerui Qiu, Peixi Wu, Shaowei Gu, JiaKui Hu, Yaozhi Wen, Yuqi Pan, Xinhao Luo, Bo XU, Guoqi Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone

View all 33 publications

Co-Authors

View all 118 co-authors