Jinsheng Huang

PhD student, Peking University

Joined

September 2023

Names

Jinsheng Huang (Preferred)

Emails

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

Personal Links

Career & Education History

PhD student

Peking University (pku.edu.cn)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

2022 – Present

Expertise

Time Series Forecasting

Present

LLM

Present

Publications

Conformalized Hierarchical Calibration for Uncertainty-Aware Adaptive Hashing
Junyu Luo, Jinsheng Huang, Yang Xu, Lutong Zou, Xiao Luo, Bohan Wu, Yifan Wang, Wei Ju, Ming Zhang
- ICLR 2026 Poster
- Readers: Everyone
AlphaSAGE: Structure-Aware Alpha Mining via GFlowNets for Robust Exploration
Binqi Chen, Hongjun Ding, Ning Shen, Taian Guo, Jinsheng Huang, Luchen Liu, Ming Zhang
- ICLR 2026 Poster
- Readers: Everyone
MASS:Multi-Agent Simulation Scaling for Portfolio Construction
Taian Guo, Haiyang SHEN, Jinsheng Huang, Junyu Luo, Zhengyang Mao, Binqi Chen, Zhuoru Chen, Luchen Liu, XIA BINGYU, XuHui Liu, Yun Ma, Ming Zhang
- Submitted to ICLR 2026
- Readers: Everyone
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
Junyu Luo, Zhizhuo Kou, Liming Yang, Xiao Luo, Jinsheng Huang, Zhiping Xiao, Jingshu Peng, Chengzhong Liu, Jiaming Ji, Xuanzhe Liu, Sirui Han, Ming Zhang, Yike Guo
- CoRR 2025
- Readers: Everyone
MASS: Multi-Agent Simulation Scaling for Portfolio Construction
Taian Guo, Haiyang Shen, Jinsheng Huang, Zhengyang Mao, Junyu Luo, Zhuoru Chen, Xuhui Liu, Bingyu Xia, Luchen Liu, Yun Ma, Ming Zhang
- CoRR 2025
- Readers: Everyone
Attention Bootstrapping for Multi-Modal Test-Time Adaptation
Yusheng Zhao, Junyu Luo, Xiao Luo, Jinsheng Huang, Jingyang Yuan, Zhiping Xiao, Ming Zhang
- CoRR 2025
- Readers: Everyone
MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation
Jinsheng Huang, Liang Chen, Taian Guo, Fu Zeng, Yusheng Zhao, Bohan Wu, Ye Yuan, Haozhe Zhao, Zhihui Guo, Yichi Zhang, Jingyang Yuan, Wei Ju, Luchen Liu, Tianyu Liu, Baobao Chang, Ming Zhang
- NAACL (Long Papers) 2025
- Readers: Everyone
PGODE: Towards High-quality System Dynamics Modeling
Xiao Luo, Yiyang Gu, Huiyu Jiang, Hang Zhou, Jinsheng Huang, Wei Ju, Zhiping Xiao, Ming Zhang, Yizhou Sun
- ICML 2024 Poster
- Readers: Everyone

View all 12 publications

Co-Authors

View all 45 co-authors