Chi Chen

1. A universal graph deep learning interatomic potential for the periodic table
   2022/11/28 by Chi Chen, Shyue Ping Ong · 89 citations
   Computer Science · Materials Science · #Computational Drug Discovery Methods #Machine Learning in Materials Science #X-ray Diffraction in Crystallography
2. Performance and Cost Assessment of Machine Learning Interatomic Potentials
   2020/01/09 by Yunxing Zuo, Chi Chen, Xiangguo Li +8 · 34 citations
   Chemistry · Materials Science · #Crystallography and molecular interactions #Machine Learning in Materials Science #X-ray Diffraction in Crystallography
3. Influence of the Discretization Methods on the Distribution of Relaxation Times Deconvolution: Implementing Radial Basis Functions with DRTtools
   2015/10/25 by Ting Hei Wan, Mattia Saccoccio, Chi Chen +1 · 32 citations
   Chemical Engineering · Engineering · #Analytical Chemistry and Sensors #Fuel Cells and Related Materials #Non-Destructive Testing Techniques
4. Recent advances and applications of deep learning methods in materials science
   2022/04/05 by Kamal Choudhary, Brian DeCost, Chi Chen +10 · 18 citations
   Materials Science · #Electron and X-Ray Spectroscopy Techniques #Machine Learning in Materials Science #X-ray Diffraction in Crystallography
5. Complex Strengthening Mechanisms in the NbMoTaW Multi-Principal Element Alloy
   2019/12/04 by Xiangguo Li, Chi Chen, Li, Xiang-Guo +7 · 4 citations
   Engineering · #High Entropy Alloys Studies #High-Temperature Coating Behaviors #Additive Manufacturing Materials and Processes
6. MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe
   2025/09/16 by Tianyu Yu, Yu, Tianyu, Chongyi Wang +57 · 26 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
7. ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing
   2025/05/17 by Xuanle Zhao, Zhao, Xuanle, Xuexin Liu +11 · 8 citations
   Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Mathematics, Computing, and Information Processing
8. Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model
   2025/05/10 by Xinyue Lou, You Li, Lou, Xinyue +8 · 7 citations
   Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
9. The Intercalation Chemistry of the Disordered RockSalt Li3V2O5 Anode from Cluster Expansions and Machine Learning Interatomic Potentials
   2022/08/30 by Xingyu Guo, Chi Chen, Guo, Xingyu +3 · 2 citations
   Engineering · Materials Science · #Advanced Battery Technologies Research #Advancements in Battery Materials #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
10. Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models
    2025/01/10 by Y.T. Li, Li, You, Chi Chen +17 · 4 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
11. Thinking with Visual Abstract: Enhancing Multimodal Reasoning via Visual Abstraction
    2025/05/26 by D G Liu, Liu, Dairu, Ziyue Wang +10 · 5 citations
    Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Language, Metaphor, and Cognition
12. Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning
    2023/06/08 by Shuxin Zheng, Zheng, Shuxin, Jiyan He +33 · 2 citations
    Materials Science · Biochemistry, Genetics and Molecular Biology · Computer Science · #Machine Learning in Materials Science #Protein Structure and Dynamics #Computational Drug Discovery Methods
13. CG-SSD: Corner Guided Single Stage 3D Object Detection from LiDAR Point Cloud
    2022/02/24 by Ruiqi Ma, Ma, Ruiqi, Chi Chen +11 · 1 citation
    Computer Science · Engineering · #00-02 #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.5.1 #Robotics and Sensor-Based Localization #Visual Attention and Saliency Detection
14. EscapeCraft: A 3D Room Escape Environment for Benchmarking Complex Multimodal Reasoning Ability
    2025/03/13 by Ziyue Wang, Wang, Ziyue, Yurui Dong +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
15. VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation
    2025/10/10 by Yubo Sun, Chunyi Peng, Sun, Yubo +13 · 1 citation
    #cs.CL #cs.CV
16. MM-UAVBench: How Well Do Multimodal Large Language Models See, Think, and Plan in Low-Altitude UAV Scenarios?
    2025/12/29 by Shiqi Dai, Dai, Shiqi, Zizhi Ma +19 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #UAV Applications and Optimization
17. HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research
    2026/07/27 by Yubo Sun, Chunyi Peng, Yukun Yan +6
    #cs.IR
18. The role of aripiprazole in modulating putamen and thalamus functional connectivity in early psychosis patients
    2026/07/28 by Chi Chen, I-Fei Chen, Wan-Chen Chang +7