Title
Automatic Calibration for Membership Inference Attack on Large Language Models Saleh Zare Zade Yao Qiang Xiangyu Zhou Hui Zhu Mohammad Amin Roshani Prashant Khanduri Dongxiao Zhu 25 0 0 06 May 2025
MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation Mingcheng Li Xiaolu Hou Ziyang Liu Dingkang Yang Ziyun Qian Jiawei Chen Jinjie Wei Y. Jiang Qingyao Xu L. Zhang DiffM 51 0 0 05 May 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 76 0 0 29 Apr 2025
UrbanPlanBench: A Comprehensive Urban Planning Benchmark for Evaluating Large Language Models Yu Zheng Longyi Liu Yuming Lin Jie Feng Guozhen Zhang Depeng Jin Yong Li ELM 73 0 0 23 Apr 2025
RainbowPlus: Enhancing Adversarial Prompt Generation via Evolutionary Quality-Diversity Search Quy-Anh Dang Chris Ngo Truong Son-Hy AAML SyDa 33 0 0 21 Apr 2025
Span-level Emotion-Cause-Category Triplet Extraction with Instruction Tuning LLMs and Data Augmentation X. Li Dong Yang Xiaogang Zhu Faliang Huang Peng Zhang Zhongying Zhao 32 0 0 13 Apr 2025
Revealing the Intrinsic Ethical Vulnerability of Aligned Large Language Models Jiawei Lian Jianhong Pan L. Wang Yi Wang Shaohui Mei Lap-Pui Chau AAML 24 0 0 07 Apr 2025
How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks Yusen Wu Junwu Xiong Xiaotie Deng LLMAG 36 0 0 04 Apr 2025
AnesBench: Multi-Dimensional Evaluation of LLM Reasoning in Anesthesiology Xiang Feng Wentao Jiang Zengmao Wang Yong Luo Pingbo Xu Baosheng Yu Hua Jin Bo Du Jing Zhang ELM LRM 38 0 0 03 Apr 2025
Large Language Models in Numberland: A Quick Test of Their Numerical Reasoning Abilities Roussel Rahman ReLM ELM LRM 46 0 0 31 Mar 2025
Model Hemorrhage and the Robustness Limits of Large Language Models Ziyang Ma Z. Li L. Zhang Gui-Song Xia Bo Du Liangpei Zhang Dacheng Tao 50 0 0 31 Mar 2025
Enhancing Persona Consistency for LLMs' Role-Playing using Persona-Aware Contrastive Learning Ke Ji Yixin Lian Linxu Li Jingsheng Gao Weiyuan Li Bin Dai 34 0 0 22 Mar 2025
ComfyGPT: A Self-Optimizing Multi-Agent System for Comprehensive ComfyUI Workflow Generation Oucheng Huang Yuhang Ma Zeng Zhao Mingrui Wu Jiayi Ji Rongsheng Zhang Z. Hu Xiaoshuai Sun Rongrong Ji 41 0 0 22 Mar 2025
CalliReader: Contextualizing Chinese Calligraphy via an Embedding-Aligned Vision-Language Model Yuxuan Luo Jiaqi Tang Chenyi Huang Feiyang Hao Zhouhui Lian VLM 56 0 0 13 Mar 2025
RetSTA: An LLM-Based Approach for Standardizing Clinical Fundus Image Reports Jiushen Cai Weihang Zhang Hanruo Liu Ningli Wang Huiqi Li 53 0 0 12 Mar 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning Zhangquan Chen Xufang Luo Dongsheng Li OffRL LRM 62 3 0 10 Mar 2025
Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs Ling Team B. Zeng C. Huang Chao Zhang Changxin Tian ... Zhaoxin Huan Zujie Wen Zhenhang Sun Zhuoxuan Du Z. He MoE ALM 104 2 0 07 Mar 2025
Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm Z. Li Yuhao Du Xiaoqi Jiao Yiwen Guo Yuege Feng Xiang Wan Anningzhe Gao Jinpeng Hu 63 0 0 04 Mar 2025
Preference Learning Unlocks LLMs' Psycho-Counseling Skills Mian Zhang S. Eack Zhiyu Zoey Chen 75 1 0 27 Feb 2025
Self-Memory Alignment: Mitigating Factual Hallucinations with Generalized Improvement Siyuan Zhang Y. Zhang Yinpeng Dong Hang Su HILM KELM 88 0 0 26 Feb 2025
A Training-free LLM-based Approach to General Chinese Character Error Correction Houquan Zhou Bo Zhang Z. Li Ming Yan M. Zhang 3DV 50 0 0 24 Feb 2025
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models X. Liu Siyuan Liang M. Han Yong Luo Aishan Liu Xiantao Cai Zheng He Dacheng Tao AAML SILM ELM 34 1 0 22 Feb 2025
Baichuan-M1: Pushing the Medical Capability of Large Language Models B. Wang Haizhou Zhao Huozhi Zhou Liang Song Mingyu Xu ... Yan Zhang Yifei Duan Yuyan Zhou Zhi-Ming Ma Z. Wu LM&MA ELM AI4MH 37 3 0 18 Feb 2025
SafeDialBench: A Fine-Grained Safety Benchmark for Large Language Models in Multi-Turn Dialogues with Diverse Jailbreak Attacks Hongye Cao Yanming Wang Sijia Jing Ziyue Peng Zhixin Bai ... Yang Gao Fanyu Meng Xi Yang Chao Deng Junlan Feng AAML 41 0 0 16 Feb 2025
XiHeFusion: Harnessing Large Language Models for Science Communication in Nuclear Fusion X. Wang Qingquan Yang Fuling Wang Qiang Chen Wentao Wu ... Wanli Lv Meiwen Chen Zehua Chen Guosheng Xu Jin Tang AI4CE 35 0 0 08 Feb 2025
Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction Shengbin Yue Ting Huang Zheng Jia Siyuan Wang Shujun Liu Yun Song Xuanjing Huang Zhongyu Wei AILaw ELM 56 0 0 08 Feb 2025
OphthBench: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Ophthalmology Chengfeng Zhou Ji Wang Juanjuan Qin Yining Wang Ling Sun Weiwei Dai LM&MA ELM 86 0 0 03 Feb 2025
Baichuan-Omni-1.5 Technical Report Yadong Li J. Liu Tao Zhang Tao Zhang S. Chen ... Jianhua Xu Haoze Sun Mingan Lin Zenan Zhou Weipeng Chen AuLLM 67 10 0 28 Jan 2025
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators Dingkang Yang Dongling Xiao Jinjie Wei Mingcheng Li Zhaoyu Chen Ke Li L. Zhang HILM 90 3 0 28 Jan 2025
A Survey on Memory-Efficient Large-Scale Model Training in AI for Science Kaiyuan Tian Linbo Qiao Baihui Liu Gongqingjian Jiang Dongsheng Li 31 0 0 21 Jan 2025
PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements Xueyan Li Xinyan Chen Yazhe Niu Shuai Hu Yu Liu OffRL 53 3 0 17 Jan 2025
IIMedGPT: Promoting Large Language Model Capabilities of Medical Tasks by Efficient Human Preference Alignment Yiming Zhang Zheng Chang Wentao Cai MengXing Ren Kang Yuan Yining Sun Zenghui Ding LM&MA 31 3 0 06 Jan 2025
Foundations of GenIR Qingyao Ai Jingtao Zhan Y. Liu 42 0 0 06 Jan 2025
Hengqin-RA-v1: Advanced Large Language Model for Diagnosis and Treatment of Rheumatoid Arthritis with Dataset based Traditional Chinese Medicine Yishen Liu Shengda Luo Zishao Zhong Tongtong Wu J. Zhang Peiyao Ou Yong Liang Liang Liu Hudan Pan LM&MA 33 0 0 05 Jan 2025
FLAME: Financial Large-Language Model Assessment and Metrics Evaluation Jiayu Guo Yu Guo Martha Li Songtao Tan ELM 37 0 0 03 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 59 17 0 31 Dec 2024
Adaptive Batch Size Schedules for Distributed Training of Language Models with Data and Model Parallelism Tim Tsz-Kit Lau Weijian Li Chenwei Xu Han Liu Mladen Kolar 67 0 0 30 Dec 2024
SlimGPT: Layer-wise Structured Pruning for Large Language Models Gui Ling Ziyang Wang Yuliang Yan Qingwen Liu 21 2 0 24 Dec 2024
Learning from Mistakes: Self-correct Adversarial Training for Chinese Unnatural Text Correction Xuan Feng T. Gu Xiaoli Liu L. Chang 31 1 0 23 Dec 2024
STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling Jieyi Wang Yue Huang Zeming Liu Dexuan Xu Chuan Wang Xiaoming Shi Ruiyuan Guan Hongxing Wang Weihua Yue Yu Huang 68 0 0 21 Dec 2024
Beyond Partisan Leaning: A Comparative Analysis of Political Bias in Large Language Models Kaiqi Yang Hang Li Yucheng Chu Hang Li Tai-Quan Peng Yuping Lin Hui Liu 80 1 0 21 Dec 2024
Next Patch Prediction for Autoregressive Visual Generation Yatian Pang Peng Jin Shuo Yang Bin Lin Bin Zhu ... Liuhan Chen Francis E. H. Tay Ser-Nam Lim Harry Yang Li Yuan 120 8 0 19 Dec 2024
PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling Haojie Xie Yirong Chen Xiaofen Xing Jingkai Lin Xiangmin Xu OffRL 77 2 0 18 Dec 2024
EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents Mengna Zhu Kaisheng Zeng Mao Wang Kaiming Xiao Lei Hou Hongbin Huang Juanzi Li 100 1 0 16 Dec 2024
CSR:Achieving 1 Bit Key-Value Cache via Sparse Representation Hongxuan Zhang Yao Zhao Jiaqi Zheng Chenyi Zhuang Jinjie Gu Guihai Chen MQ 64 1 0 16 Dec 2024
InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions Pan Zhang Xiaoyi Dong Yuhang Cao Yuhang Zang Rui Qian ... X. Zhang K. Chen Yu Qiao D. Lin Jiaqi Wang KELM 84 12 0 12 Dec 2024
ChatDyn: Language-Driven Multi-Actor Dynamics Generation in Street Scenes Yuxi Wei Jingbo Wang Yuwen Du Dingju Wang Liang Pan Chenxin Xu Yao Feng Bo Dai Siheng Chen AI4CE 76 0 0 11 Dec 2024
Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models Haoran Lian Junmin Chen Wei Huang Yizhe Xiong Wenping Hu ... Hui Chen Jianwei Niu Zijia Lin Fuzheng Zhang Di Zhang 76 0 0 10 Dec 2024
CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds Lei Wang Jianxun Lian Yi Huang Yanqi Dai Haoxuan Li Xu Chen Xing Xie Ji-Rong Wen LLMAG 67 1 0 07 Dec 2024
PrefixKV: Adaptive Prefix KV Cache is What Vision Instruction-Following Models Need for Efficient Generation Ao Wang Hui Chen Jianchao Tan K. Zhang Xunliang Cai Zijia Lin J. Han Guiguang Ding VLM 77 3 0 04 Dec 2024