Xiaozhuan Liang

Researcher, Tencent

Joined

June 2021

Names

Xiaozhuan Liang (Preferred)

Emails

****@163.com (Confirmed)

****@zju.edu.cn (Confirmed)

****@tencent.com (Confirmed)

Personal Links

Career & Education History

Researcher

Tencent (tencent.com)

2024 – Present

MS student

Zhejiang University (zju.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

Coauthor

Ningyu Zhang

2021 – 2024

Expertise

LLM for Reasoning

2024 – 2024

AI for Science

2022 – 2024

Large Language Model

2021 – 2024

Few-shot Learning

2021 – 2024

Publications

FastMTP: Accelerating LLM Inference with Enhanced Multi-Token Prediction
Yuxuan Cai, Xiaozhuan Liang, Junzhe Xu, Jin Ma, Haijin Liang, Xinyu Zuo, Jinwen Luo, Yuyangyin, Xi Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Don’t Lose the Thread: Empowering Long-Horizon LLM Agents with Cognitive Resource Self-Allocation
Zheng Zhu, Xiaozhuan Liang, Bei Yu, Xi Chen, Jiaya Jia
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
Yin Fang, Xiaozhuan Liang, Ningyu Zhang, Kangwei Liu, Rui Huang, Zhuo Chen, Xiaohui Fan, Huajun Chen
- ICLR 2024 poster
- Readers: Everyone
DeepKE: A deep learning based knowledge extraction toolkit for knowledge base population
Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Shuofei Qiao, Xin Xie, Zhoubo Li, Lei Li, Xiaozhuan Liang, Yunzhi Yao, Shumin Deng, Peng Wang, Wen Zhang, Huajun Chen
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Multimodal Analogical Reasoning over Knowledge Graphs
Ningyu Zhang, Lei Li, Xiang Chen, Xiaozhuan Liang, Shumin Deng, Huajun Chen
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning
Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population
Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li, Xiaozhuan Liang, Yunzhi Yao, Shumin Deng, Zhenru Zhang, Chuanqi Tan, Fei Huang, Guozhou Zheng, Huajun Chen
- 2022 (modified: 22 Jan 2022)
- CoRR 2022
- Readers: Everyone
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark
Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan et al. (3 additional authors not shown)
- 2022 (modified: 16 Nov 2022)
- ACL (1) 2022
- Readers: Everyone
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning
Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone
Multimodal Analogical Reasoning over Knowledge Graphs
Ningyu Zhang, Lei Li, Xiang Chen, Xiaozhuan Liang, Shumin Deng, Huajun Chen
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone

View all 16 publications

Co-Authors

View all 59 co-authors