Jiatong Li
- Understanding and Improving Early Stopping for Learning with Noisy Labels
2021/06/30 by Yingbin Bai, Bai, Yingbin, Erkun Yang +13 · 11 citations
Computer Science · Engineering · #Machine Learning and Data Classification #Industrial Vision Systems and Defect Detection #Advanced Neural Network Applications
- ChemLLM: A Chemical Large Language Model
2024/02/10 by Di Zhang, Zhang, Di, Wei Liu +26 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences
- Generative Diffusion Models on Graphs: Methods and Applications
2023/02/06 by Cheng-Yi Liu, Liu, Chengyi, Wenqi Fan +13 · 9 citations
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning
2024/11/27 by Di Zhang, Zhang, Di, Junxian Li +23 · 1 voice · 15 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.CV
- LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning
2024/10/03 by Di Zhang, Zhang, Di, Jianbo Wu +21 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing
2022/09/30 by Daxuan Ren, Ren, Daxuan, Jianmin Zheng +7 · 5 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Processing and 3D Reconstruction #Manufacturing Process and Optimization
- Large Language Models are In-Context Molecule Learners
2024/03/07 by Jiatong Li, Wei Liu, Li, Jiatong +9 · 7 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- Fast Graph Condensation with Structure-based Neural Tangent Kernel
2023/10/17 by Lin Wang, Wenqi Fan, Wang, Lin +7 · 3 citations
Materials Science · Computer Science · #Machine Learning in Materials Science #Advanced Graph Neural Networks #Web Data Mining and Analysis
- Beyond Static Datasets: A Deep Interaction Approach to LLM Evaluation
2023/09/08 by Jiatong Li, Rui Li, Li, Jiatong +3 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Multi-Agent LLMs Fail to Explore Each Other
2026/07/13 by Hyeong Kyu Choi, Jiatong Li, Wendi Li +2 · 2 voices
Computer Science · #cs.MA #cs.AI
- Benchmarking Poisoning Attacks against Retrieval-Augmented Generation
2025/05/24 by Bo Zhang, Zhang, Baolei, Xin, Haoran +11 · 4 citations
Computer Science · #Algorithms and Data Compression #Caching and Content Delivery #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG)
- Leveraging LLMs for Hypothetical Deduction in Logical Inference: A Neuro-Symbolic Approach
2024/10/29 by Qingchuan Li, Jiatong Li, Li, Qingchuan +11 · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- Identifying street multi-activity potential (SMAP) and local networks with MLLMs and multi-view graph clustering
2025/09/02 by Jiatong Li, Ming Ma, Mingyi Ma +1 · 2 citations
Social Sciences · Engineering · #Human Mobility and Location-Based Analysis #Urban Design and Spatial Analysis #Transportation Planning and Optimization
- Speak-to-Structure: Evaluating LLMs in Open-domain Natural Language-Driven Molecule Generation
2024/12/19 by Li, Jiatong, Jiatong Li, Li, Junxian +8 · 2 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Wikis in Education and Collaboration
- Visual Instruction Bottleneck Tuning
2025/05/20 by Changdae Oh, Oh, Changdae, Jiatong Li +5 · 2 citations
Decision Sciences · #Scheduling and Timetabling Solutions
- FreqForcing: Autoregressive Long Video Generation via Spectral Self-Anchoring
2026/07/29 by Jiatong Li, Leo Liang, Linghe Kong +1
Computer Science · #cs.CV
- Chemical Chain-of-Thought Functions as a Hallucination-Prone Molecular Scratchpad
2026/07/23 by Jiatong Li, Yuxuan Ren, Weida Wang +2
#cs.CE #cs.CL