Ling Yang

Postdoc, AI Lab, Princeton University

Joined

May 2021

Names

Ling Yang (Preferred)

Emails

****@163.com (Confirmed)

****@stu.pku.edu.cn (Confirmed)

****@princeton.edu (Confirmed)

Personal Links

Career & Education History

Postdoc

AI Lab, Princeton University (princeton.edu)

2025 – Present

Senior Researcher

AI Lab, Princeton University (princeton.edu)

2024 – 2025

PhD student

Peking University (pku.edu.cn)

2021 – 2025

Advisors, Relations & Conflicts

Coauthor

Bin Cui

Present

Coauthor

Yang Song

Present

Postdoc Advisor

Mengdi Wang

Present

Coauthor

Stefano Ermon

Present

Coauthor

Jure Leskovec

Present

Coauthor

Ming-Hsuan Yang

Present

Coauthor

Shuicheng YAN

Present

Expertise

Diffusion Models

Present

Large Language Models

Present

Reinforcement Learning

Present

Publications

On Path to Multimodal Historical Reasoning: HistBench and HistAgent
Jiahao Qiu, Fulian Xiao, Yimin Wang, Yuchen Mao, Yijia Chen, Xinzhe Juan, Siran Wang, Xuan Qi, Tongcheng Zhang, Zixin Yao, Jiacheng Guo, Yifu Lu, Charles Argon, Jundi Cui, Daixin Chen, Junran Zhou, Shuyao Zhou, Zhanpeng Zhou, Ling Yang, Shilong Liu et al. (5 additional authors not shown)
- LLA 2026 Poster
- Readers: Everyone
GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators
Jiacheng Guo, Ling Yang, Peter Chen, Qixin Xiao, Yinjie Wang, Xinzhe Juan, Jiahao Qiu, Ke Shen, Mengdi Wang
- LLA 2026 Poster
- Readers: Everyone
Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
Jiahao Qiu, Xuan Qi, Tongcheng Zhang, Xinzhe Juan, Jiacheng Guo, Yifu Lu, Yimin Wang, Zixin Yao, Qihan Ren, Dongrui Liu, Ling Yang, Yue Wu, Shilong Liu, xun jiang, Kaixuan Huang, Hongru WANG, Mengdi Wang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
On Path to Multimodal Historical Reasoning: HistBench and HistAgent
Jiahao Qiu, Fulian Xiao, Yimin Wang, Yuchen Mao, Yijia Chen, Xinzhe Juan, Siran Wang, Xuan Qi, Tongcheng Zhang, Zixin Yao, Jiacheng Guo, Yifu Lu, Charles Argon, Jundi Cui, Daixin Chen, Junran Zhou, Shuyao Zhou, Zhanpeng Zhou, Ling Yang, Shilong Liu et al. (5 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes
Jiahao Qiu, Xinzhe Juan, Yimin Wang, Ling Yang, Xuan Qi, Tongcheng Zhang, Jiacheng Guo, Yifu Lu, Zixin Yao, Hongru WANG, Shilong Liu, xun jiang, Liu Leqi, Mengdi Wang
- Submitted to ICLR 2026
- Readers: Everyone
Generative Universal Verifier as Multimodal Meta-Reasoner
Xinchen Zhang, Xiaoying Zhang, Youbin Wu, Yanbin Cao, Renrui Zhang, Ruihang Chu, Ling Yang, Yujiu Yang, Guang Shi
- ICLR 2026 Oral
- Readers: Everyone
AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning
Jiaru Zou, Ling Yang, Yunzhe Qi, Sirui Chen, Mengting Ai, Ke Shen, Jingrui He, Mengdi Wang
- Submitted to ICLR 2026
- Readers: Everyone
LAION-Comp: Unlocking Controllable and Compositional Generation with Structural Annotations
Zejian Li, Chenye Meng, Yize Li, Ling Yang, Zhongni Liu, Changle Xie, Jiarui Ma, Shengyuan Zhang, Jiayi Li, Guang Yang, Changyuan Yang, Zhiyuan Yang, Jinxiong Chang, Lingyun Sun
- Submitted to ICLR 2026
- Readers: Everyone
UltraViCo: Breaking Extrapolation Limits in Video Diffusion Transformers
Min Zhao, Hongzhou Zhu, Yingze Wang, Bokai Yan, Jintao Zhang, Guande He, Ling Yang, Chongxuan Li, Jun Zhu
- ICLR 2026 Poster
- Readers: Everyone
Demystifying Reinforcement Learning in Agentic Reasoning
Zhaochen Yu, Ling Yang, Jiaru Zou, Shuicheng YAN, Mengdi Wang
- Submitted to ICLR 2026
- Readers: Everyone

View all 134 publications

Co-Authors

View all 267 co-authors