Researcher @ DP Technology // Beijing, China

cody545487677@gmail.com

Guojiang
Zhao

LLM Reasoning · Self-Evolving Agents · AI for Science
M.S. Carnegie Mellon University · B.S. XUPT (Ranked 1st)

Working at DP Technology, mentored by Zhifeng Gao & Guolin Ke. My current research focuses on LLM-driven reasoning frameworks and multi-agent systems for intelligent scientific discovery — bridging language models and molecular design.

Visiting experience at NUS and the Stan Z. Li Lab @ Westlake. Previously at WeChat (Tencent) & Huawei. Open to collaborations on LLM reasoning, agentic RL, and AI4S.

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agent_profile.py — running

❯ python agent_profile.py # Initializing researcher profile... name = "Guojiang Zhao (Cody)" role = "Researcher @ DP Technology" focus = [ "LLM Reasoning", "Self-Evolving Agents", "Agentic RL", "AI for Science", ] papers = 24 # incl. ICLR Spotlight, ACL×3 1st_auth = 8 # first / co-first author patents = 14 edu = "CMU M.S. · XUPT B.S. #1" ❯ _

24Publications

10+CCF-A / SCI Q1

8First / Co-First

14Patents

Recent Updates

2026.04

ACLTwo papers accepted — 1 main conference, 1 Findings. 🎉

2026.03

PreprintProposing SpecXMaster — Agentic RL for NMR molecular spectral interpretation.

2026.03

ICLR WSOne paper accepted at ICLR 2026 Workshop.

2026.02

MediaLatent Poincaré Shaping for Agentic RL featured by 机器之心.

2025.08

npj CompMatPaper accepted — SCI Q1, Impact Factor 13.0.

2025.08

ReleaseReleased MolReasoner — two-stage (Mol-SFT + Mol-RL) framework for interpretable molecular reasoning.

2025.06

ACL WSOralR³ (consensus-based multi-agent Text-to-SQL) accepted at TRL@ACL 2025.

2025.02

ICLR 2025CBGBench accepted as Spotlight 🔦 — 371/11,672 submissions.

2024.09

TNNLSOne paper accepted (SCI Q1, IF 8.9, CCF-B).

Selected Publications

arXiv 2025LLM Reasoning · AI4S

MolReasoner: Toward Effective and Interpretable Reasoning for Molecular LLMs

Guojiang Zhao*, Sihang Li*, Zixiang Lu, Zheng Cheng, Haitao Lin, Lirong Wu, Hanchen Xia, Hengxing Cai, Wentao Guo, Hongshuai Wang, Mingjun Xu, Siyu Zhu, Guolin Ke, Linfeng Zhang, Zhifeng Gao

PDF Code

npj Comp. Materials 2025SCI Q1 · IF 13.0

Virtual Characterization via Knowledge-Enhanced Representation Learning: from Organic Conjugated Molecules to Devices

Guojiang Zhao*, Qi Ou*, Zifeng Zhao*, Shangqian Chen, Haitao Lin, Xiaohong Ji, Zhen Wang, Hongshuai Wang, Hengxing Cai, Lirong Wu, Shuqi Lu, FengTianCi Yang, Yaping Wen, Yingfeng Zhang, Haibo Ma, Zhifeng Gao, Zheng Cheng

PDF Code

JCIM 2025SCI Q1 · IF 5.3

Data-Driven Parametrization of All-Atom Force Fields for Organic Semiconductors

Guojiang Zhao*, Taiping Hu, Hongshuai Wang, Lirong Wu, Shuqi Lu, FengTianCi Yang, Shangqian Chen, Zhifeng Gao, Xinyan Wang, Zheng Cheng

PDF

arXiv 2026Agentic RL · NMR

SpecXMaster Technical Report

Yutang Ge, Yaning Cui, Hanzheng Li, Jun-Jie Wang, Fanjie Xu, Jinhan Dong, Yongqi Jin, Dongxu Cui, Peng Jin, Guojiang Zhao, Hengxing Cai, Rong Zhu, Linfeng Zhang, Xiaohong Ji, Zhifeng Gao

PDF

ChemRxiv 2025Molecular Design · AI4S

Fast and Flexible 3D Molecule Design Framework for Novel Organic Optoelectronic Materials

Guojiang Zhao*, Zheng Cheng*, Kele Xu, Tianjiao Wan, Ming Feng, Shuqi Lu, Hongshuai Wang, Zijian Gao, Qi Ou, Liang Hu, Dawei Feng, Zifeng Zhao, Zhifeng Gao

PDF Code

ICLR 2025★ Spotlight

CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph

Haitao Lin*, Guojiang Zhao*, Odin Zhang, Yufei Huang, Lirong Wu, Zicheng Liu, Siyuan Li, Cheng Tan, Zhifeng Gao, Stan Z. Li

PDF Code

ICLR 2025

A Simple yet Effective DDG Predictor is An Unsupervised Antibody Optimizer and Explainer

Lirong Wu, Yunfan Liu, Haitao Lin, Yufei Huang, Guojiang Zhao, Zhifeng Gao, Stan Z. Li

PDF Code

ICLR 2026 WorkshopChain-of-Thought · Agentic

Variational Latent Reasoning Guided by Rendered Chain-of-Thought

Fanmeng Wang, Haotian Liu, Guojiang Zhao, Hongteng Xu, Zhifeng Gao

PDF Code

arXiv 2026Agentic RL

Latent Poincaré Shaping for Agentic Reinforcement Learning

Hanchen Xia, Baoyou Chen, Zelin Zang, Yutang Ge, Guojiang Zhao, Siyu Zhu

PDF Media

arXiv 2026Multimodal LLM · Scientific Discovery

Innovator-VL: A Multimodal Large Language Model for Scientific Discovery

Zichen Wen, Boxue Yang, Shuang Chen, et al. (with Guojiang Zhao)

PDF

arXiv 2026Diffusion LM · Agentic RL

T⋆: Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning

Hanchen Xia, Baoyou Chen, Yutang Ge, Guojiang Zhao, Siyu Zhu

PDF

Preprint 2025AI4S · Materials

Closed-Loop AI Enables Organic Continuous-Wave Laser

Yun-Tao Ding*, Guojiang Zhao*, Meng-Han Feng, Pei-Wei Si, Jin-Lin Qing, Hui-Qin Zhou, et al.

PDF Code

TRL@ACL 2025Oral

R³: "This is My SQL, Are You With Me?" A Consensus-Based Multi-Agent System for Text-to-SQL Tasks

Hanchen Xia, Feng Jiang, Naihao Deng, Cunxiang Wang, Guojiang Zhao, Rada Mihalcea, Yue Zhang

PDF

TNNLS 2024SCI Q1 · IF 8.9 · CCF-B

Learning to Model Graph Structural Information on MLPs via Graph Structure Self-Contrasting

Lirong Wu, Haitao Lin, Guojiang Zhao, Cheng Tan, Stan Z. Li

PDF Code

TKDE 2024SCI Q1 · IF 10.4 · CCF-A

A Teacher-Free Graph Knowledge Distillation Framework with Dual Self-Distillation

Lirong Wu, Haitao Lin, Zhangyang Gao, Guojiang Zhao, Stan Z. Li

PDF Code

arXiv 2023Molecular Property · AutoML

Uni-QSAR: An Auto-ML Tool for Molecular Property Prediction

Zhifeng Gao, Xiaohong Ji, Guojiang Zhao, Hongshuai Wang, Hang Zheng, Guolin Ke, Linfeng Zhang

PDF

TNNLS 2022SCI Q1 · IF 8.9 · CCF-B

Deep Clustering and Visualization for End-to-End High-Dimensional Data Analysis

Lirong Wu, Lifan Yuan, Guojiang Zhao, Haitao Lin, Stan Z. Li

PDF Code

TMLR 2022

Exploring Generative Neural Temporal Point Process

Haitao Lin, Lirong Wu, Guojiang Zhao, Pai Liu, Stan Z. Li

PDF Code

ACL 2022CCF-A

Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings

Jiangbin Zheng, Yile Wang, Ge Wang, Jun Xia, Yufei Huang, Guojiang Zhao, Yue Zhang, Stan Z. Li

PDF

Full list → Google Scholar ↗

Academic Service & Awards

Conference Reviewer

ICLR CCF-A
ICML CCF-A
ACL CCF-A
AAAI CCF-A

Journal Reviewer

Archives of Computational Methods in Engineering JCR Q1 · IF 11.9

Honors & Awards

European Good Design Award — Bronze 2022
National Scholarship 国家奖学金 2019
Ranked 1st in Major (Mathematics Track) XUPT

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GuojiangZhao

Guojiang
Zhao