Six papers accepted by NeurIPS

Sep 19, 2025 · 1 min read
blog

Six papers from our team were accepted by NeurIPS. The work covers scientific evaluation, weather modeling, multimodal learning, and image restoration.

Wenlong Zhang
Authors
Young Researcher
Agent Center

I am a Young Researcher of Shanghai AI Laboratory, working with Prof. Bo Zhang, Prof. Wanli Ouyang and Prof. Lei Bai. Before that, I got the PhD degree from Hong Kong Polytechnic University, working with Prof. Xiao-Ming Wu. I also interned at XPixel group in Shanghai AI Laboratory and SIAT-CAS, working with Prof. Chao Dong and Prof. Yu Qiao. In 2018, I got the Master degree from the Beijing Institute of Technology, supervised by Prof. Weidong Hu.

Currently, I lead a team engaged in Agent model Alignment, Post-training and Evaluation. Recently, my primary areas of focus include:

  • Long-horizon agent evaluation: How do we formulate the workflow of scientific and real-world scenarios with agent models into a unified benchmark?
  • Agent model alignment: How can we align agent models with human preferences, scientific objectives, and domain constraints while ensuring reliability, generalization, and controllability?
  • Agent model post-training: How can we develop scalable data and optimization strategies to improve the planning, reasoning, tool use, and long-horizon decision-making capabilities of agent models?