Weiqing Liu

Principal Researcher, Microsoft research

Joined

July 2019

Names

Weiqing Liu (Preferred)

Emails

****@microsoft.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Principal Researcher

Microsoft research (microsoft.com)

2024 – 2026

Researcher

Microsoft research (microsoft.com)

2016 – 2024

PhD student

University of Science and Technology of China (ustc.edu.cn)

2011 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search
Yifei Zhang, Xu Yang, Xiao Yang, Bowen Xian, Qizheng Li, Shikai Fang, Jingyuan Li, Jian Wang, Minrui Xu, Yuge Zhang, Weiqing Liu, Jiang Bian
- Agentic AI in the Wild: From Hallucinations to Reliable Autonomy Poster
- Readers: Everyone
Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search
Yifei Zhang, Xu Yang, Xiao Yang, Bowen Xian, Qizheng Li, Shikai Fang, Jingyuan Li, Jian Wang, Minrui Xu, Yuge Zhang, Weiqing Liu, Jiang Bian
- ICLR 2026 Workshop RSI Poster
- Readers: Everyone
Less Is More: Generating Time Series with LLaMA-Style Autoregression in Simple Factorized Latent Spaces
Siyuan Li, Yifan Sun, Lei Cheng, Lewen Wang, Yang Liu, Weiqing Liu, Jianlong Li, Jiang Bian, Shikai Fang
- CoRR 2025
- Readers: Everyone
R&D-Agent: An LLM-Agent Framework Towards Autonomous Data Science
Xu Yang, Xiao Yang, Shikai Fang, Yifei Zhang, Jian Wang, bowen xian, Qizheng Li, Jingyuan Li, Minrui Xu, Yuante Li, Haoran Pan, Yuge Zhang, Weiqing Liu, yelong shen, Weizhu Chen, Jiang Bian
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Less Is More: Generating Time Series with LLaMA-Style Autoregression in Simple Factorized Latent Spaces
Siyuan Li, Yifan Sun, Lei Cheng, Lewen Wang, Yang Liu, Weiqing Liu, Jianlong Li, Jiang Bian, Shikai Fang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Battery-Sim-Agent: Leveraging LLM-Agent for Inverse Battery Parameter Estimation
Jiawei Chen, Xiaofan Gui, Shikai Fang, Shengyu Tao, Shun Zheng, Weiqing Liu, Jiang Bian
- Submitted to ICLR 2026
- Readers: Everyone
Controllable Financial Market Generation with Diffusion Guided Meta Agent
Yu-Hao Huang, Chang Xu, Yang Liu, Weiqing Liu, Wu-Jun Li, Jiang Bian
- GenAI in Finance Poster
- Readers: Everyone
R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization
Yuante Li, Xu Yang, Xiao Yang, Xisen Wang, Weiqing Liu, Jiang Bian
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Functional Complexity-adaptive Temporal Tensor Decomposition
Panqi Chen, Lei Cheng, Jianlong Li, Weichang Li, Weiqing Liu, Jiang Bian, Shikai Fang
- NeurIPS 2025 poster
- Readers: Everyone
R&D-Agent: Automating Data-Driven AI Solution Building Through LLM-Powered Automated Research, Development, and Evolution
Xu Yang, Xiao Yang, Shikai Fang, Bowen Xian, Yuante Li, Jian Wang, Minrui Xu, Haoran Pan, Xinpeng Hong, Weiqing Liu, Yelong Shen, Weizhu Chen, Jiang Bian
- CoRR 2025
- Readers: Everyone

View all 92 publications

Co-Authors

View all 147 co-authors