语言大模型 / LLM

Deciphering Scientific Collaboration in Biomedical LLM Research: Dynamics, Institutional Participation, and Resource Disparities

Lingyao Li, Zhijie Duan, Xuexin Li, Xiaoran Xu, Zhaoqian Xue, Siyuan Ma, Jin Jin

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

WeaveRec: An LLM-Based Cross-Domain Sequential Recommendation Framework with Model Merging

Min Hou, Xin Liu, Le Wu, Chenyi He, Hao Liu, Zhi Li, Xin Li, Si Wei

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

NetEcho: From Real-World Streaming Side-Channels to Full LLM Conversation Recovery

Zheng Zhang, Guanlong Wu, Sen Deng, Shuai Wang, Yinqian Zhang

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

HyMiRec: A Hybrid Multi-interest Learning Framework for LLM-based Sequential Recommendation

Jingyi Zhou, Cheng Chen, Kai Zuo, Manjie Xu, Zhendong Fu, Yibo Chen, Xu Tang, Yao Hu

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Balancing Fine-tuning and RAG: A Hybrid Strategy for Dynamic LLM Recommendation Updates

Changping Meng, Hongyi Ling, Jianling Wang, Yifan Liu, Shuzhou Zhang, Dapeng Hong, Mingyan Gao, Onkar Dalal, Ed Chi, Lichan Hong, Haokai Lu, Ningren Han

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments RecSys 2025 Industry Track

AutoMT: A Multi-Agent LLM Framework for Automated Metamorphic Testing of Autonomous Driving Systems

Linfeng Liang, Chenkai Tan, Yao Deng, Yingfeng Cai, T. Y Chen, Xi Zheng

专题命中 领域大模型 ：LLM(title)；large language model(abstract)；language model(abstract)；language agent(abstract)

XGen-Q: An Explainable Domain-Adaptive LLM Framework with Retrieval-Augmented Generation for Software Security

Hamed Jelodar, Mohammad Meymani, Roozbeh Razavi-Far, Ali A. Ghorbani

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Automated Extraction of Protocol State Machines from 3GPP Specifications with Domain-Informed Prompts and LLM Ensembles

Miao Zhang, Runhan Feng, Hongbo Tang, Yu Zhao, Jie Yang, Hang Qiu, Qi Liu

专题命中 领域大模型 ：LLM(title)；large language model(abstract)；language model(abstract)；prompting(abstract)

Beyond Static LLM Policies: Imitation-Enhanced Reinforcement Learning for Recommendation

Yi Zhang, Lili Xie, Ruihong Qiu, Jiajun Liu, Sen Wang

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments ICDM 2025 Accepted Paper

Maximum In-Support Return Modeling for Dynamic Recommendation with Language Model Prior

Xiaocong Chen, Siyu Wang, Lina Yao

专题命中 领域大模型 ：language model(title,abstract)；LLM(abstract)；large language model(abstract)

Comments CIKM'25

HatLLM: Hierarchical Attention Masking for Enhanced Collaborative Modeling in LLM-based Recommendation

Yu Cui, Feng Liu, Jiawei Chen, Canghong Jin, Xingyu Lou, Changwang Zhang, Jun Wang, Yuegang Sun, Can Wang

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

A Method for Quantifying Human Risk and a Blueprint for LLM Integration

Giuseppe Canale

专题命中 领域大模型 ：LLM(title,abstract)；language model(abstract)；small language model(abstract)

LLM-Powered Code Analysis and Optimization for Gaussian Splatting Kernels

Yi Hu, Huiyang Zhou

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments Updated Figure 12

LLM Agents Do Not Replicate Human Market Traders: Evidence From Experimental Finance

Thomas Henning, Siddhartha M. Ojha, Ross Spoon, Jiatong Han, Colin F. Camerer

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments 51 pages, 33 figures, 12 tables, Preprint

Foundation Models for Astrobiology: Paper I -- Workshop and Overview

Ryan Felton, Caleb Scharf, Stuart Bartlett, Nathalie A. Cabrol, Victoria Da Poian, Diana Gentry, Jian Gong, Adrienne Hoarfrost, Manil Maskey, Floyd Nichols, Conor A. Nixon, Tejas Panambur, Joseph Pasterski, Anton S. Petrov, Anirudh Prabhu, Brenda Thomson, Hamed Valizadegan, Kimberley Warren-Rhodes, David Wettergreen, Michael L. Wong, Anastasia Yanchilina

专题命中 领域大模型 ：foundation model(title,abstract)；large language model(abstract)；language model(abstract)

Comments 39 pages, 6 figures, 2 tables, 1 glossary, 4 supplemental pages

Selecting Cybersecurity Requirements: Effects of LLM Use and Professional Software Development Experience

Damjan Fujs, Damjan Vavpotič, Tomaž Hovelja, Marko Poženel

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments 5 pages, 1 figure, 2 tables, presented at IARIA CYBER 2025

Journal ref The Tenth International Conference on Cyber-Technologies and Cyber-Systems (CYBER 2025), September 28, 2025 to October 02, 2025 - Lisbon, Portugal

Enhancing Cybersecurity in Critical Infrastructure with LLM-Assisted Explainable IoT Systems

Ashutosh Ghimire, Ghazal Ghajari, Karma Gurung, Love K. Sah, Fathi Amsaad

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

MALF: A Multi-Agent LLM Framework for Intelligent Fuzzing of Industrial Control Protocols

Bowei Ning, Xuejun Zong, Kan He

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

LLM-Powered AI Tutors with Personas for d/Deaf and Hard-of-Hearing Online Learners

Haocong Cheng, Si Chen, Christopher Perdriau, Shriya Mokkapati, Yun Huang

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

SPAR: Scalable LLM-based PDDL Domain Generation for Aerial Robotics

Songhao Huang, Yuwei Wu, Guangyao Shi, Gaurav S. Sukhatme, Vijay Kumar

机构 * GRASP Lab, University of Pennsylvania（宾夕法尼亚大学GRASP实验室） ； Department of Computer Science, University of Southern California（南加州大学计算机科学系） 纠错

专题命中 领域大模型 ：LLM(title)；large language model(abstract)；language model(abstract)；prompting(abstract)

Changing the Paradigm from Dynamic Queries to LLM-generated SQL Queries with Human Intervention

Ambre Assor, Hyeon Jeon, Sungbok Shin, Jean-Daniel Fekete

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

KLIPA: A Knowledge Graph and LLM-Driven QA Framework for IP Analysis

Guanzhi Deng, Yi Xie, Yu-Keung Ng, Mingyang Liu, Peijun Zheng, Jie Liu, Dapeng Wu, Yinqiao Li, Linqi Song

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Partnering with AI: A Pedagogical Feedback System for LLM Integration into Programming Education

Niklas Scholz, Manh Hung Nguyen, Adish Singla, Tomohiro Nagashima

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments ECTEL 2025 Preprint. This is an extended version of a poster paper accepted and published at ECTEL-2025

Constrained Prompt Enhancement for Improving Zero-Shot Generalization of Vision-Language Models

Xiaojie Yin, Qilong Wang, Qinghua Hu

机构 * Tianjin University（天津大学） 纠错

专题命中 领域大模型 ：language model(title,abstract)；large language model(abstract)；prompting(abstract)

FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and Flow Matching based Voice Enhancing

Gaoxiang Cong, Liang Li, Jiadong Pan, Zhedong Zhang, Amin Beheshti, Anton van den Hengel, Yuankai Qi, Qingming Huang

机构 * Institute of Computing Technology, Chinese Academy of Sciences \& University of Chinese Academy of Sciences Beijing China ； Institute of Computing Technology, Chinese Academy of Sciences Beijing China ； Hangzhou Dianzi University Hangzhou China ； Macquarie University Sydney Australia ； University of Adelaide Adelaide Australia ； University of Chinese Academy of Sciences Beijing China ； Institute of Computing Technology, Chinese Academy of Sciences \& University of Chinese Academy of Sciences ； Institute of Computing Technology, Chinese Academy of Sciences ； Hangzhou Dianzi University ； Macquarie University ； University of Adelaide ； University of Chinese Academy of Sciences 纠错

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Leveraging LLM Tutoring Systems for Non-Native English Speakers in Introductory CS Courses

Ismael Villegas Molina, Audria Montalvo, Benjamin Ochoa, Paul Denny, Leo Porter

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments 11 pages, 5 tables, 4 figures, 2025 ASEE Annual Conference & Exposition

LLM-Powered Virtual Patient Agents for Interactive Clinical Skills Training with Automated Feedback

Henrik Voigt, Yurina Sugamiya, Kai Lawonn, Sina Zarrieß, Atsuo Takanishi

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

WIP: Leveraging LLMs for Enforcing Design Principles in Student Code: Analysis of Prompting Strategies and RAG

Dhruv Kolhatkar, Soubhagya Akkena, Edward F. Gehringer

专题命中 领域大模型 ：prompting(title,abstract)；large language model(abstract)；language model(abstract)

Comments Accepted for presentation at the Frontiers in Education Conference, Nashville, Tennessee, USA, 2-5 November 2025

Adaptive Augmentation Policy Optimization with LLM Feedback

Ant Duru, Alptekin Temizel

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments 9 pages, 2 algorithms, 2 tables, submitted for consideration to 2025 International Conference on Machine Vision

LLM-Assisted Model-Based Fuzzing of Protocol Implementations

Changze Huang, Di Wang, Zhi Quan Zhou

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)