Papers
Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction
Qian Li, Cheng Ji, Shu Guo et al.
Can Retelling Have Adequate Information for Reasoning? An Enhancement Method for Imperfect Video Understanding with Large Language Model
Mingxin Li, Wenhao Wang, Hongru Ji et al.
Multi-modal Anchor Gated Transformer with Knowledge Distillation for Emotion Recognition in Conversation
Jie Li, Shifei Ding, Lili Guo et al.
Learning Neural Vocoder from Range-Null Space Decomposition
Andong Li, Tong Lei, Zhihang Sun et al.
BridgeVoC: Neural Vocoder with Schrödinger Bridge
Tong Lei, Zhiyu Zhang, Rilin Chen et al.
Exploring the Trade-Offs: Quantization Methods, Task Difficulty, and Model Size in Large Language Models From Edge to Giant
Jemin Lee, Sihyeong Park, Jinse Kwon et al.
How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback
Manzong Huang, Chenyang Bu, Yi He et al.
Efficient Dynamic Ensembling for Multiple LLM Experts
Jinwu Hu, Yufeng Wang, Shuhai Zhang et al.
TreeKV: Smooth Key-Value Cache Compression with Tree Structures
Ziwei He, Jian Yuan, Haoli Bai et al.
Improving Prediction Certainty Estimation for Reliable Early Exiting via Null Space Projection
Jianing He, Qi Zhang, Duoqian Miao et al.
Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training
Quanjiang Guo, Jinchuan Zhang, Sijie Wang et al.
Learn to Think: Bootstrapping LLM Logic Through Graph Representation Learning
Hang Gao, Chenhao Zhang, Tie Wang et al.
SecV: LLM-based Secure Verilog Generation with Clue-Guided Exploration on Hardware-CWE Knowledge Graph
Fanghao Fan, YingJie Xia, Li Kuang
M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker Extraction
Cunhang Fan, Ying Chen, Jian Zhou et al.
ChronoFact: Timeline-based Temporal Fact Verification
Anab Maulana Barik, Wynne Hsu, Mong Li Lee
Scalable Multi-Stage Influence Function for Large Language Models via Eigenvalue-Corrected Kronecker-Factored Parameterization
Yuntai Bao, Xuhong Zhang, Tianyu Du et al.
Multimodal Fake News Detection: MFND Dataset and Shallow-Deep Multitask Learning
Ye Zhu, Yunan Wang, Zitong Yu
DiffECG: Diffusion Model-Powered Label-Efficient and Personalized Arrhythmia Diagnosis
Tianren Zhou, Zhenge Jia, Dongxiao Yu et al.
DenseSAM: Semantic Enhance SAM for Efficient Dense Object Segmentation
Linyun Zhou, Jiacong Hu, Shengxuming Zhang et al.
Enhancing Nighttime Semantic Segmentation with Visual-Linguistic Priors and Wavelet Transform
Jianhou Zhou, Xiaolong Zhou, Sixian Chan et al.
Simulate, Refine and Integrate: Strategy Synthesis for Efficient SMT Solving
Bingzhe Zhou, Hannan Wang, Yuan Yao et al.
MMGIA: Gradient Inversion Attack Against Multimodal Federated Learning via Intermodal Correlation
Lele Zheng, Yang Cao, Leo Yu Zhang et al.
Physics-Assisted and Topology-Informed Deep Learning for Weather Prediction
Jiaqi Zheng, Qing Ling, Yerong Feng
Sanitizing Backdoored Graph Neural Networks: A Multidimensional Approach
Rong Zhao, Jilian Zhang, Yu Wang et al.
Multimodal Inverse Attention Network with Intrinsic Discriminant Feature Exploitation for Fake News Detection
Tianlin Zhang, En Yu, Yi Shao et al.