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Taian Guo
PhD student, CS, Peking University
Joined
April 2024
Names
Taian Guo
(Preferred)
,
Guo Taian
Emails
****@stu.pku.edu.cn
(Confirmed)
Personal Links
Homepage
Google Scholar
ORCID
LinkedIn
Career & Education History
PhD student
CS,
Peking University
(stu.pku.edu.cn)
2025
–
2027
MS student
CS,
Peking University
(stu.pku.edu.cn)
2022
–
2025
Undergrad student
CS,
Fudan University
(fudan.edu.cn)
2018
–
2022
Advisors, Relations & Conflicts
PhD Advisor
Ming Zhang
2022
–
2027
Expertise
Time Series Forecasting
Present
Stock Prediction
Present
Large Language model
2023
–
2027
Publications
Twin Evolution with Meta Preference Optimization for Semi-Supervised Learning of Large Language Models
Junyu Luo
,
Haoyu Tao
,
Xiao Luo
,
Yusheng Zhao
,
Taian Guo
,
Zhiping Xiao
,
Wei Ju
,
Ming Zhang
Submitted to ICLR 2026
Readers:
Everyone
PRISM: Partial-label Relational Inference with Spatial and Spectral Cues
Yiyang Gu
,
Wenrui Wu
,
Yifang Qin
,
Taian Guo
,
Tao Zhe
,
Jiaru Tang
,
Zhiping Xiao
,
Weizhi Zhang
,
Ziyue Qiao
,
Wei Ju
,
Dongjie Wang
,
Xiao Luo
,
Philip S. Yu
,
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
Co-Authors
Binqi Chen
Dongjie Wang
Haiyang SHEN
Haoyu Tao
Hongjun Ding
Jiaru Tang
Jinsheng Huang
Junyu Luo
Luchen Liu
Ming Zhang
Ning Shen
Philip S. Yu
Tao Zhe
Wei Ju
Weizhi Zhang
Wenrui Wu
XIA BINGYU
Xiao Luo
XuHui Liu
Yifang Qin
Yiyang Gu
Yun Ma
Yusheng Zhao
Zhengyang Mao
Zhiping Xiao
View all 27 co-authors