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ORCIDJian Guo 0016
Person information
- affiliation: IDEA Research, Shenzhen, China
Other persons with the same name
- Jian Guo — disambiguation page
- Jian Guo 0001
![[0000-0001-8847-6748]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-8847-6748")
— Nanyang Technological University, Division of Mathematical Sciences, Singapore (and 1 more) - Jian Guo 0002 — Harvard University (and 1 more)
- Jian Guo 0003 — Tianjin University of Technology, China (and 1 more)
- Jian Guo 0004 — Tokyo Institute of Technology, Department of Mathematical and Computing Science, Japan (and 1 more)
- Jian Guo 0005 — East China Normal University, Soft/Hardware Co-design Engineering Research Center, Shanghai, China
- Jian Guo 0006 — Nanjing University of Posts and Telecommunications, College of Computer, China
- Jian Guo 0007 — Nanjing University of Science and Technology, School of Automation, China
- Jian Guo 0008 — Shandong University, Jinan, Shandong, China
- Jian Guo 0009 — Affiliated Hospital of Chengde Medical College, Chengde, Hebei, China
- Jian Guo 0010 — University of Hong Kong, Hong Kong, SAR, China
- Jian Guo 0011 — PetroChina Company Limited, Beijing, China
- Jian Guo 0012 — Southwest Jiaotong University, Chengdu, Sichuan, China
- Jian Guo 0013 — Shanghai Maritime University, Shanghai, China
- Jian Guo 0014 — Delft University of Technology, Delft, The Netherlands
- Jian Guo 0015 — Southeast University, Nanjing, Jiangsu, China
- Jian Guo 0017 — Institute of Geographic Sciences and Natural Resources Research, Beijing, China
- Jian Guo 0018 — Beijing Normal University, Beijing, China
- Jian Guo 0019 — Central University of Finance and Economics, Beijing, China
- Jian Guo 0020 — Budapest University of Technology and Economics Institute of Physics, Budapest, Hungary
- Jian Guo 0021 — Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China
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2020 – today
- 2026
[j5]Wanyun Zhou, Saizhuo Wang, Xiang Li, Yiyan Qi, Jian Guo, Xiaowen Chu:
Unleashing Expert Opinion From Social Media for Stock Prediction. IEEE Trans. Knowl. Data Eng. 38(2): 1380-1394 (2026)- 2025
- [j4]Jian Guo, Heung-Yeung Shum:
Large investment model. Frontiers Inf. Technol. Electron. Eng. 26(10): 1771-1792 (2025) - [j3]Saizhuo Wang, Hao Kong, Jiadong Guo, Fengrui Hua, Yiyan Qi, Wanyun Zhou, Jiahao Zheng, Xinyu Wang, Lionel M. Ni, Jian Guo:
QuantBench: benchmarking AI methods for quantitative investment from a full pipeline perspective. Frontiers Inf. Technol. Electron. Eng. 26(11): 2282-2297 (2025) - [c12]Wanyun Zhou, Saizhuo Wang, Mihai Cucuringu, Zihao Zhang, Xiang Li, Jian Guo, Chao Zhang, Xiaowen Chu:
DeltaLag: Learning Dynamic Lead-Lag Patterns in Financial Markets. ICAIF 2025: 422-430 - [c11]Sida Lin, Yankai Chen, Yiyan Qi, Chenhao Ma, Bokai Cao, Yifei Zhang, Xue Liu, Jian Guo:
CSPO: Cross-Market Synergistic Stock Price Movement Forecasting with Pseudo-volatility Optimization. WWW (Companion Volume) 2025: 354-363 - [i21]Bokai Cao, Saizhuo Wang, Xinyi Lin, Xiaojun Wu, Haohan Zhang, Lionel M. Ni, Jian Guo:
From Deep Learning to LLMs: A survey of AI in Quantitative Investment. CoRR abs/2503.21422 (2025) - [i20]Sida Lin, Yankai Chen, Yiyan Qi, Chenhao Ma, Bokai Cao, Yifei Zhang, Xue Liu, Jian Guo:
CSPO: Cross-Market Synergistic Stock Price Movement Forecasting with Pseudo-volatility Optimization. CoRR abs/2503.22740 (2025) - [i19]Wanyun Zhou, Saizhuo Wang, Xiang Li, Yiyan Qi, Jian Guo, Xiaowen Chu:
Unleashing Expert Opinion from Social Media for Stock Prediction. CoRR abs/2504.10078 (2025) - [i18]Saizhuo Wang, Hao Kong, Jiadong Guo, Fengrui Hua, Yiyan Qi, Wanyun Zhou, Jiahao Zheng, Xinyu Wang, Lionel M. Ni, Jian Guo:
QuantBench: Benchmarking AI Methods for Quantitative Investment. CoRR abs/2504.18600 (2025) - [i17]Zhichao Shi, Xuhui Jiang, Chengjin Xu, Cangli Yao, Zhenxin Huang, Shengjie Ma, Yinghan Shen, Jian Guo, Yuanzhuo Wang:
JudgeAgent: Knowledge-wise and Dynamic LLM Evaluation with Agent-as-Interviewer. CoRR abs/2509.02097 (2025) - [i16]Wanyun Zhou, Saizhuo Wang, Mihai Cucuringu, Zihao Zhang, Xiang Li, Jian Guo, Chao Zhang, Xiaowen Chu:
DeltaLag: Learning Dynamic Lead-Lag Patterns in Financial Markets. CoRR abs/2511.00390 (2025) - 2024
- [j2]Jian Guo, Saizhuo Wang, Lionel M. Ni, Heung-Yeung Shum:
Quant 4.0: engineering quantitative investment with automated, explainable, and knowledge-driven artificial intelligence. Frontiers Inf. Technol. Electron. Eng. 25(11): 1421-1445 (2024) - [j1]Feng Li, Hao Zhang, Shilong Liu, Jian Guo, Lionel M. Ni, Lei Zhang:
DN-DETR: Accelerate DETR Training by Introducing Query DeNoising. IEEE Trans. Pattern Anal. Mach. Intell. 46(4): 2239-2251 (2024) - [c10]Xuhui Jiang, Yinghan Shen, Zhichao Shi, Chengjin Xu, Wei Li, Zixuan Li, Jian Guo, Huawei Shen, Yuanzhuo Wang:
Unlocking the Power of Large Language Models for Entity Alignment. ACL (1) 2024: 7566-7583 - [c9]Jiashuo Sun, Hang Zhang, Chen Lin, Xiangdong Su, Yeyun Gong, Jian Guo:
APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning. LREC/COLING 2024: 1370-1382 - [c8]Xuhui Jiang, Yinghan Shen, Zhichao Shi, Chengjin Xu, Wei Li, Huang Zihe, Jian Guo, Yuanzhuo Wang:
MM-ChatAlign: A Novel Multimodal Reasoning Framework based on Large Language Models for Entity Alignment. EMNLP (Findings) 2024: 2637-2654 - [c7]Jiashuo Sun, Chengjin Xu, Lumingyuan Tang, Saizhuo Wang, Chen Lin, Yeyun Gong, Lionel M. Ni, Heung-Yeung Shum, Jian Guo:
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph. ICLR 2024 - [c6]Yuxing Tian, Aiwen Jiang, Qi Huang, Jian Guo, Yiyan Qi:
Latent Diffusion-based Data Augmentation for Continuous-Time Dynamic Graph Model. KDD 2024: 2900-2911 - [c5]Yi Luo, Zhenghao Lin, Yuhao Zhang, Jiashuo Sun, Chen Lin, Chengjin Xu, Xiangdong Su, Yelong Shen, Jian Guo, Yeyun Gong:
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models. NAACL-HLT 2024: 1152-1197 - [c4]Jiashuo Sun, Yi Luo, Yeyun Gong, Chen Lin, Yelong Shen, Jian Guo, Nan Duan:
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models. NAACL-HLT (Findings) 2024: 4074-4101 - [c3]Xuhui Jiang, Chengjin Xu, Yinghan Shen, Yuanzhuo Wang, Fenglong Su, Zhichao Shi, Fei Sun, Zixuan Li, Jian Guo, Huawei Shen:
Toward Practical Entity Alignment Method Design: Insights from New Highly Heterogeneous Knowledge Graph Datasets. WWW 2024: 2325-2336 - [i15]Saizhuo Wang, Hang Yuan, Lionel M. Ni, Jian Guo:
QuantAgent: Seeking Holy Grail in Trading by Self-Improving Large Language Model. CoRR abs/2402.03755 (2024) - [i14]Xuhui Jiang, Yinghan Shen, Zhichao Shi, Chengjin Xu, Wei Li, Zixuan Li, Jian Guo, Huawei Shen, Yuanzhuo Wang:
Unlocking the Power of Large Language Models for Entity Alignment. CoRR abs/2402.15048 (2024) - [i13]Yi Luo, Zhenghao Lin, Yuhao Zhang, Jiashuo Sun, Chen Lin, Chengjin Xu, Xiangdong Su, Yelong Shen, Jian Guo, Yeyun Gong:
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models. CoRR abs/2403.11838 (2024) - [i12]Jian Guo, Heung-Yeung Shum:
Large Investment Model. CoRR abs/2408.10255 (2024) - [i11]Jiawei Gu, Xuhui Jiang, Zhichao Shi, Hexiang Tan, Xuehao Zhai, Chengjin Xu, Wei Li, Yinghan Shen, Shengjie Ma, Honghao Liu, Yuanzhuo Wang, Jian Guo:
A Survey on LLM-as-a-Judge. CoRR abs/2411.15594 (2024) - 2023
- [i10]Jian Guo, Saizhuo Wang, Lionel M. Ni, Heung-Yeung Shum:
Quant 4.0: Engineering Quantitative Investment with Automated, Explainable and Knowledge-driven Artificial Intelligence. CoRR abs/2301.04020 (2023) - [i9]Jiashuo Sun, Yi Luo, Yeyun Gong, Chen Lin, Yelong Shen, Jian Guo, Nan Duan:
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models. CoRR abs/2304.11657 (2023) - [i8]Haohan Zhang, Fengrui Hua, Chengjin Xu, Jian Guo, Hao Kong, Ruiting Zuo:
Unveiling the Potential of Sentiment: Can Large Language Models Predict Chinese Stock Price Movements? CoRR abs/2306.14222 (2023) - [i7]Jiashuo Sun, Chengjin Xu, Lumingyuan Tang, Saizhuo Wang, Chen Lin, Yeyun Gong, Heung-Yeung Shum, Jian Guo:
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model with Knowledge Graph. CoRR abs/2307.07697 (2023) - [i6]Saizhuo Wang, Hang Yuan, Leon Zhou, Lionel M. Ni, Heung-Yeung Shum, Jian Guo:
Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment. CoRR abs/2308.00016 (2023) - [i5]Xuhui Jiang, Chengjin Xu, Yinghan Shen, Xun Sun, Lumingyuan Tang, Saizhuo Wang, Zhongwu Chen, Yuanzhuo Wang, Jian Guo:
On the Evolution of Knowledge Graphs: A Survey and Perspective. CoRR abs/2310.04835 (2023) - 2022
- [c2]Feng Li, Hao Zhang, Shilong Liu, Jian Guo, Lionel M. Ni, Lei Zhang:
DN-DETR: Accelerate DETR Training by Introducing Query DeNoising. CVPR 2022: 13609-13617 - [c1]Shuai Fan, Chen Lin, Haonan Li, Zhenghao Lin, Jinsong Su, Hang Zhang, Yeyun Gong, Jian Guo, Nan Duan:
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis. EMNLP 2022: 4984-4994 - [i4]Feng Li, Hao Zhang, Shilong Liu, Jian Guo, Lionel M. Ni, Lei Zhang:
DN-DETR: Accelerate DETR Training by Introducing Query DeNoising. CoRR abs/2203.01305 (2022) - [i3]Feng Li, Hao Zhang, Yifan Zhang, Shilong Liu, Jian Guo, Lionel M. Ni, Pengchuan Zhang, Lei Zhang:
Vision-Language Intelligence: Tasks, Representation Learning, and Large Models. CoRR abs/2203.01922 (2022) - [i2]Shuai Fan, Chen Lin, Haonan Li, Zhenghao Lin, Jinsong Su, Hang Zhang, Yeyun Gong, Jian Guo, Nan Duan:
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis. CoRR abs/2210.09803 (2022) - [i1]Jiashuo Sun, Hang Zhang, Chen Lin, Yeyun Gong, Jian Guo, Nan Duan:
APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning. CoRR abs/2212.07249 (2022)
Coauthor Index
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