Rethinking Message Passing Neural Networks with Diffusion Distance-guided Stress Majorization. Haoran Zheng, Renchi Yang, Yubo Zhou, Jianliang Xu 该来源暂未提供摘要。
Cross-Contrastive Clustering for Multimodal Attributed Graphs with Dual Graph Filtering. Haoran Zheng, Renchi Yang, Hongtao Wang, Jianliang Xu 该来源暂未提供摘要。
Heterogeneous Multi-Agent Reinforcement Learning with Attention for Cooperative and Scalable Feature Transformation. Tao Zhe, Huazhen Fang, Kunpeng Liu 0001, Qian Lou, Tamzidul Hoque, Dongjie Wang 该来源暂未提供摘要。
Each Rank Could be an Expert: Single-Ranked Mixture of Experts LoRA for Multi-task Learning. Ziyu Zhao 0001, Yixiao Zhou, Xin Yu, Zhi Zhang 0005, Didi Zhu, Tao Shen 0002, Zexi Li 0001, Jinluan Yang, Xuwu Wang, Jing Su 0005 等 该来源暂未提供摘要。
Fast and Faithful: Scalable Neuro-Symbolic Learning and Reasoning with Differentiable Fuzzy 𝓔𝓛++. Yizheng Zhao 该来源暂未提供摘要。
FaST: Efficient and Effective Long-Horizon Forecasting for Large-Scale Spatial-Temporal Graphs via Mixture-of-Experts. Yiji Zhao, Zihao Zhong, Ao Wang, Haomin Wen, Ming Jin 0005, Yuxuan Liang 0002, Huaiyu Wan, Hao Wu 0010 该来源暂未提供摘要。
Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information. Zeyu Zhang 0007, Yang Zhang 0072, Haoran Tan, Rui Li 0086, Xu Chen 0017 该来源暂未提供摘要。
DiLA: Enhancing LLM Tool Learning with Differential Logic Layer. Yu Zhang 0189, Hui-Ling Zhen, Zehua Pei, Yingzhao Lian, Lihao Yin, Mingxuan Yuan, Bei Yu 0001 该来源暂未提供摘要。
ProEx: A Unified Framework Leveraging Large Language Model with Profile Extrapolation for Recommendation. Yi Zhang 0103, Yiwen Zhang 0001, Yu Wang 0201, Tong Chen 0005, Hongzhi Yin 该来源暂未提供摘要。
From Tokenizer Bias to Backbone Capability: A Controlled Study of LLMs for Time Series Forecasting. Xinyu Zhang, Shanshan Feng 0001, Xutao Li 0001, Kenghong Lin, Fan Li 0015, Pengfei Jia 该来源暂未提供摘要。
EviCare: Enhancing Diagnosis Prediction with Deep Model-Guided Evidence for In-Context Reasoning. Hengyu Zhang 0005, Xuyun Zhang, Pengxiang Zhan, Linhao Luo, Hang Lv 0010, Yanchao Tan, Shirui Pan, Carl Yang 0001 该来源暂未提供摘要。
IMGNN: An Efficient, Effective and Generalizable Algorithm for Influence Maximization in Social Networks. Haotian Zhang, Kai Han 0003, Zhizhuo Yin, Shuang Cui, Jing Tang 0004, Pan Hui 0001 该来源暂未提供摘要。
DisCo: Diffusion-guided Unbiased Discriminative Learning for Unsupervised Graph Domain Adaptation. Haodong Zhang, Tao Ren 0002, Changhu Wang, Yifan Wang 0014, Wei Ju 0001, Huaizhi Tang, Junyu Luo 0002, Zimo Wang, Ziyue Qiao, Xian-Sheng Hua 0001 等 该来源暂未提供摘要。
Mixture-of-RAG: Integrating Text and Tables with Large Language Models. Chi Zhang 0102, Qiyang Chen, Mengqi Zhang 0002 该来源暂未提供摘要。
Align-for-Fusion: Harmonizing Triple Preferences via Dual-oriented Diffusion for Cross-domain Sequential Recommendation. Yongfu Zha, Xinxin Dong, Haokai Ma, Yonghui Yang 0001, Xiaodong Wang 0002 该来源暂未提供摘要。
LLM-based Few-Shot Early Rumor Detection with Imitation Agent. Fengzhu Zeng, Qian Shao, Ling Cheng 0002, Wei Gao 0001, Shih-Fen Cheng, Jing Ma 0004, Cheng Niu 该来源暂未提供摘要。
Towards Self-cognitive Exploration: Metacognitive Knowledge Graph Retrieval Augmented Generation. Xujie Yuan, Shimin Di, Jielong Tang, Libin Zheng 0001, Jian Yin 0001 该来源暂未提供摘要。
Rank Matters: Understanding and Defending Model Inversion Attacks via Low-Rank Feature Filtering. Hongyao Yu, Yixiang Qiu, Hao Fang 0011, Tianqu Zhuang, Bin Chen 0011, Sijin Yu, Bin Wang 0034, Shu-Tao Xia, Ke Xu 0002 该来源暂未提供摘要。
Thought-Augmented Planning for LLM-Powered Interactive Recommender Agent. Haocheng Yu, Yaxiong Wu 0001, Hao Wang 0076, Wei Guo 0006, Yong Liu 0020, Yawen Li 0001, Yuyang Ye 0002, Junping Du 0001, Enhong Chen 该来源暂未提供摘要。
LoFT-LLM: Low-Frequency Time-series Forecasting with Large Language Models. Jiacheng You, Jingcheng Yang, Yuhang Xie, Zhongxuan Wu, Xiucheng Li, Feng Li 0067, Pengjie Wang 0002, Jian Xu 0015, Bo Zheng 0007, Xinyang Chen 0001 该来源暂未提供摘要。