AI Agent

Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving

Daoguang Zan, Zhirong Huang, Wei Liu, Hanwu Chen, Linhao Zhang, Shulin Xin, Lu Chen, Qi Liu, Xiaojian Zhong, Aoyan Li, Siyao Liu, Yongsheng Xiao, Liangqiang Chen, Yuyu Zhang, Jing Su, Tianyu Liu, Rui Long, Kai Shen, Liang Xiang

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.SE

Intent-Aware MPC for Aircraft Detect-and-Avoid with Response Delay: A Comparative Study with ACAS Xu

Arash Bahari Kordabad, Arabinda Ghosh, Sybert Stroeve, Sadegh Soudjani

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments 8 Pages, 14 Figures, 1 Table

Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments

Luke Rowe, Roger Girgis, Anthony Gosselin, Liam Paull, Christopher Pal, Felix Heide

专题命中 Agent评测 ：agent(abstract)；planning(abstract)

Comments CVPR 2025

Unveiling the Tapestry: the Interplay of Generalization and Forgetting in Continual Learning

Zenglin Shi, Jing Jie, Ying Sun, Joo Hwee Lim, Mengmi Zhang

专题命中 Agent评测 ：agent(abstract)；AI agent(abstract)

MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research

James Burgess, Jeffrey J Nirschl, Laura Bravo-Sánchez, Alejandro Lozano, Sanket Rajan Gupte, Jesus G. Galaz-Montoya, Yuhui Zhang, Yuchang Su, Disha Bhowmik, Zachary Coman, Sarina M. Hasan, Alexandra Johannesson, William D. Leineweber, Malvika G Nair, Ridhi Yarlagadda, Connor Zuraski, Wah Chiu, Sarah Cohen, Jan N. Hansen, Manuel D Leonetti, Chad Liu, Emma Lundberg, Serena Yeung-Levy

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments CVPR 2025 (Conference on Computer Vision and Pattern Recognition) Project page at https://jmhb0.github.io/microvqa Benchmark at https://huggingface.co/datasets/jmhb/microvqa

A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Miao Yu, Fanci Meng, Xinyun Zhou, Shilong Wang, Junyuan Mao, Linsey Pang, Tianlong Chen, Kun Wang, Xinfeng Li, Yongfeng Zhang, Bo An, Qingsong Wen

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

"I Like Your Story!": A Co-Creative Story-Crafting Game with a Persona-Driven Character Based on Generative AI

Jiaying Fu, Xiruo Wang, Zhouyi Li, Kate Vi, Chuyan Xu, Yuqian Sun

专题命中 Agent评测 ：agent(abstract)；AI agent(abstract)

Comments 5 pages, 5 figures, In Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA '25)

AdaptBot: Combining LLM with Knowledge Graphs and Human Input for Generic-to-Specific Task Decomposition and Knowledge Refinement

Shivam Singh, Karthik Swaminathan, Nabanita Dash, Ramandeep Singh, Snehasis Banerjee, Mohan Sridharan, Madhava Krishna

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments Accepted to IEEE International Conference on Robotics and Automation (ICRA) 2025

Human Simulacra: Benchmarking the Personification of Large Language Models

Qiuejie Xie, Qiming Feng, Tianqi Zhang, Qingqiu Li, Linyi Yang, Yuejie Zhang, Rui Feng, Liang He, Shang Gao, Yue Zhang

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments ICLR 2025

Building Trust in Mental Health Chatbots: Safety Metrics and LLM-Based Evaluation Tools

Jung In Park, Mahyar Abbasian, Iman Azimi, Dawn T. Bounds, Angela Jun, Jaesu Han, Robert M. McCarron, Jessica Borelli, Parmida Safavi, Sanaz Mirbaha, Jia Li, Mona Mahmoudi, Carmen Wiedenhoeft, Amir M. Rahmani

专题命中 Agent评测 ：agentic(abstract)；分类 cs.AI、cs.CL、cs.LG

Assessing Autonomous Inspection Regimes: Active Versus Passive Satellite Inspection

Joshua Aurand, Christopher Pang, Sina Mokhtar, Henry Lei, Steven Cutlip, Sean Phillips

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Inverse Mixed Strategy Games with Generative Trajectory Models

Max Muchen Sun, Pete Trautman, Todd Murphey

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments Accepted to ICRA 2025. 8 pages, 4 figures

Enabling Autonomic Microservice Management through Self-Learning Agents

Fenglin Yu, Fangkai Yang, Xiaoting Qin, Zhiyang Zhang, Jue Zhang, Qingwei Lin, Hongyu Zhang, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.SE

Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs

Huichen Will Wang, Larry Birnbaum, Vidya Setlur

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments Conditionally Accepted at CHI '25

Welfare Modeling with AI as Economic Agents: A Game-Theoretic and Behavioral Approach

Sheyan Lalmohammed

专题命中 Agent评测 ：agent(abstract)；AI agent(abstract)

Comments 10 pages, 5 figures

Episodic Memories Generation and Evaluation Benchmark for Large Language Models

Alexis Huet, Zied Ben Houidi, Dario Rossi

专题命中 Agent评测 ：planning(abstract)；分类 cs.AI、cs.CL、cs.LG

Strategic Abilities of Asynchronous Agents: Semantic Side Effects and How to Tame Them

Wojciech Jamroga, Wojciech Penczek, Teofil Sidoruk

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs

Jiaxing Wu, Lin Ning, Luyang Liu, Harrison Lee, Neo Wu, Chao Wang, Sushant Prakash, Shawn O'Banion, Bradley Green, Jun Xie

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments AAAI 2025

Revolutionizing Bridge Operation and Maintenance with LLM-based Agents: An Overview of Applications and Insights

Xinyu Chen, Lianzhen Zhang

专题命中 Agent评测 ：agent(abstract)；planning(abstract)

Casevo: A Cognitive Agents and Social Evolution Simulator

Zexun Jiang, Yafang Shi, Maoxu Li, Hongjiang Xiao, Yunxiao Qin, Qinglan Wei, Ye Wang, Yuan Zhang

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

End-to-End Autonomous Driving through V2X Cooperation

Haibao Yu, Wenxian Yang, Jiaru Zhong, Zhenwei Yang, Siqi Fan, Ping Luo, Zaiqing Nie

专题命中 Agent评测 ：agent(abstract)；planning(abstract)

Comments Accepted by AAAI 2025. Add more open-loop evaluation indicators

AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents

Chang Ma, Junlei Zhang, Zhihao Zhu, Cheng Yang, Yujiu Yang, Yaohui Jin, Zhenzhong Lan, Lingpeng Kong, Junxian He

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments NeurIPS 2024 (Oral)

The Task Shield: Enforcing Task Alignment to Defend Against Indirect Prompt Injection in LLM Agents

Feiran Jia, Tong Wu, Xin Qin, Anna Squicciarini

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

V2X-Real: a Large-Scale Dataset for Vehicle-to-Everything Cooperative Perception

Hao Xiang, Zhaoliang Zheng, Xin Xia, Runsheng Xu, Letian Gao, Zewei Zhou, Xu Han, Xinkai Ji, Mingxi Li, Zonglin Meng, Li Jin, Mingyue Lei, Zhaoyang Ma, Zihang He, Haoxuan Ma, Yunshuang Yuan, Yingqian Zhao, Jiaqi Ma

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Optimized Coordination Strategy for Multi-Aerospace Systems in Pick-and-Place Tasks By Deep Neural Network

Ye Zhang, Linyue Chu, Letian Xu, Kangtong Mo, Zhengjian Kang, Xingyu Zhang

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Act Better by Timing: A timing-Aware Reinforcement Learning for Autonomous Driving

Guanzhou Li, Jianping Wu, Yujing He

专题命中 Agent评测 ：agent(abstract)；planning(abstract)

An End-to-End Collaborative Learning Approach for Connected Autonomous Vehicles in Occluded Scenarios

Leandro Parada, Hanlin Tian, Jose Escribano, Panagiotis Angeloudis

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Journal ref Journal reference: 2023 IEEE 26th International Conference on Intelligent Transportation Systems, pp. 5548-5554, 2023

InfiniteWorld: A Unified Scalable Simulation Framework for General Visual-Language Robot Interaction

Pengzhen Ren, Min Li, Zhen Luo, Xinshuai Song, Ziwei Chen, Weijia Liufu, Yixuan Yang, Hao Zheng, Rongtao Xu, Zitong Huang, Tongsheng Ding, Luyang Xie, Kaidong Zhang, Changfei Fu, Yang Liu, Liang Lin, Feng Zheng, Xiaodan Liang

专题命中 Agent评测 ：agent(abstract)；planning(abstract)

Comments 8 pages, 5 figures

Viewport Prediction, Bitrate Selection, and Beamforming Design for THz-Enabled 360° Video Streaming

Mehdi Setayesh, Vincent W. S. Wong

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments 17 pages, 15 figures. This paper has been accepted for publication in IEEE Transactions on Wireless Communications

Probing the contents of semantic representations from text, behavior, and brain data using the psychNorms metabase

Zak Hussain, Rui Mata, Ben R. Newell, Dirk U. Wulff

专题命中 Agent评测 ：agentic(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments 13 pages, 5 figures, 2 tables