Li, Jiatong
- Understanding and Improving Early Stopping for Learning with Noisy Labels
2021/06/30 by Yingbin Bai, Erkun Yang, Bai, Yingbin +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 · 15 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, Jianmin Zheng, Ren, Daxuan +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, Li, Jiatong, Wei Liu +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
- CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing
2021/08/25 by Ren, Daxuan, Zheng, Jianmin, Cai, Jianfei +8 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
- Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling
2023/09/19 by Junzhe Jiang, Jiang, Junzhe, Shang Qu +12 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
- MolReFlect: Towards In-Context Fine-grained Alignments between Molecules and Texts
2024/11/22 by Li, Jiatong, Liu, Yunqing, Liu, Wei +6 · 5 citations
#Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
- PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations
2024/05/30 by Li, Jiatong, Hu, Renjun, Huang, Kunzhe +5 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Beyond Static Datasets: A Deep Interaction Approach to LLM Evaluation
2023/09/08 by Jiatong Li, Li, Jiatong, Rui Li +3 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm
2023/09/01 by Li, Jiatong, Liu, Qi, Wang, Fei +5 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Fast Graph Condensation with Structure-based Neural Tangent Kernel
2023/10/17 by Lin Wang, Wenqi Fan, Wang, Lin +7 · 2 citations
Materials Science · Computer Science · #Machine Learning in Materials Science #Advanced Graph Neural Networks #Web Data Mining and Analysis
- CHEF: Cross-modal Hierarchical Embeddings for Food Domain Retrieval
2021/02/04 by Pham, Hai X., Guerrero, Ricardo, Li, Jiatong +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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)
- A Survey of Models for Cognitive Diagnosis: New Developments and Future Directions
2024/07/07 by Wang, Fei, Gao, Weibo, Liu, Qi +8 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Logic Jailbreak: Efficiently Unlocking LLM Safety Restrictions Through Formal Logical Expression
2025/05/18 by Peng, Jingyu, Wang, Maolin, Wang, Nan +7 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Survey of Computerized Adaptive Testing: A Machine Learning Perspective
2024/03/31 by Liu, Qi, Zhuang, Yan, Bi, Haoyang +12 · 1 citation
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Are LLMs Stable Formal Logic Translators in Logical Reasoning Across Linguistically Diversified Texts?
2025/06/05 by Li, Qingchuan, Li, Jiatong, Liu, Zirui +4 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Speak-to-Structure: Evaluating LLMs in Open-domain Natural Language-Driven Molecule Generation
2024/12/19 by Jiatong Li, Li, Jiatong, 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
- Leveraging LLMs for Hypothetical Deduction in Logical Inference: A Neuro-Symbolic Approach
2024/10/29 by Qingchuan Li, Jiatong Li, Li, Qingchuan +11 · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- An Experimental Study Of Netflix Use and the Effects of Autoplay on Watching Behaviors
2024/12/20 by Brennan Schaffner, Schaffner, Brennan, Yaretzi Ulloa +13 · 1 citation
Decision Sciences · Social Sciences · #Technology Adoption and User Behaviour #Digital Marketing and Social Media #Digital Games and Media
- am-ELO: A Stable Framework for Arena-based LLM Evaluation
2025/05/06 by Liu, Zirui, Li, Jiatong, Zhuang, Yan +5 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Visual Instruction Bottleneck Tuning
2025/05/20 by Changdae Oh, Jiatong Li, Oh, Changdae +5 · 2 citations
Decision Sciences · #Scheduling and Timetabling Solutions