Chen, Chi
- StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding
2024/11/06 by Lin, Junming, Fang, Zheng, Chen, Chi +5 · 20 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation
2025/01/11 by Zhao, Xuanle, Luo, Xianzhen, Shi, Qi +4 · 22 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency
2025/01/09 by Zhao, Shiji, Duan, Ranjie, Wang, Fengxiang +7 · 16 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Grain Boundary Properties of Elemental Metals
2019/07/21 by Zheng, Hui, Li, Xiang-Guo, Tran, Richard +5 · 4 citations
#FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- Complex Strengthening Mechanisms in the NbMoTaW Multi-Principal Element Alloy
2019/12/04 by Xiangguo Li, Li, Xiang-Guo, Chi Chen +7 · 4 citations
Engineering · #High Entropy Alloys Studies #High-Temperature Coating Behaviors #Additive Manufacturing Materials and Processes
- 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
- Position-Enhanced Visual Instruction Tuning for Multimodal Large Language Models
2023/08/25 by Chen, Chi, Qin, Ruoyu, Luo, Fuwen +4 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning
2025/06/02 by Zhang, Zhong, Lu, Yaxi, Fu, Yikun +22 · 14 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #H.5.2 #Human-Computer Interaction (cs.HC) #I.2.10 #I.2.7 #I.2.8
- LLaVA-UHD v2: an MLLM Integrating High-Resolution Semantic Pyramid via Hierarchical Window Transformer
2024/12/18 by Zhang, Yipeng, Liu, Yifan, Guo, Zonghao +10 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Bridging the Gap Between Simulated and Experimental Ionic Conductivities in Lithium Superionic Conductors
2021/02/16 by Qi, Ji, Banerjee, Swastika, Zuo, Yunxing +5 · 2 citations
#FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- Accelerating Materials Discovery with Bayesian Optimization and Graph Deep Learning
2021/04/20 by Zuo, Yunxing, Qin, Mingde, Chen, Chi +4 · 2 citations
#FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing
2025/05/17 by Zhao, Xuanle, Liu, Xuexin, Yang, Haoyue +5 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model
2025/05/10 by Xinyue Lou, Lou, Xinyue, You Li +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
- 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)
- 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
- ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models
2024/10/07 by Wang, Ziyue, Chen, Chi, Luo, Fuwen +6 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- 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
- AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization
2025/03/31 by Du, Yiyang, Wang, Xiaochen, Chen, Chi +9 · 3 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding
2025/03/17 by Ma, Xinyu, Ding, Ziyang, Luo, Zhicong +5 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Overcoming the Size Limit of First Principles Molecular Dynamics Simulations with an In-Distribution Substructure Embedding Active Learner
2023/11/14 by Kong, Lingyu, Li, Jielan, Sun, Lixin +7 · 1 citation
#Computational Physics (physics.comp-ph) #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- Model Composition for Multimodal Large Language Models
2024/02/20 by Yiyang Du, Chen, Chi, Du, Yiyang +17 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding
2025/05/27 by Luo, Fuwen, Lou, Shengfeng, Chen, Chi +9 · 3 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- EscapeCraft: A 3D Room Escape Environment for Benchmarking Complex Multimodal Reasoning Ability
2025/03/13 by Ziyue Wang, Yurui Dong, Wang, Ziyue +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
- VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation
2025/10/10 by Yubo Sun, Sun, Yubo, Chunyi Peng +13 · 1 citation
#cs.CL #cs.CV
- 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