Papers
MMG-Vid: Maximizing Marginal Gains at Segment-level and Token-level for Efficient Video LLMs
Junpeng Ma, Qizhe Zhang, Ming Lu et al.
GraphTextack: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs
Jiaji Ma, Puja Trivedi, Danai Koutra
TIMA: Text-Image Mutual Awareness for Balancing Zero-Shot Adversarial Robustness and Generalization Ability
Fengji Ma, Hei Victor Cheng, Chenxing Li et al.
Cross-Space Synergy: A Unified Framework for Multimodal Emotion Recognition in Conversation
Xiaosen Lyu, Jiayu Xiong, Yuren Chen et al.
OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting
Sisuo Lyu, Siru Zhong, Weilin Ruan et al.
Partial Fairness Awareness: Belief-Guided Strategic Mechanism for Strategic Agents
Xinpeng Lv, Chunyuan Zheng, Yunxin Mao et al.
Uncertainty-Guided View-Strength-Aware Feature Utilization for Multi-View Classification
Li Lv, Qian Guo, Li Zhang et al.
LLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit
Chengtao Lv, Bilang Zhang, Yang Yong et al.
Quantum Algorithms for Spectral Sums
Alessandro Luongo, Changpeng Shao
Supervised Dynamic Dimension Reduction with Deep Neural Network
Zhanye Luo, Yuefeng Han, Xiufan Yu
QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension
Yongdong Luo, Wang Chen, Weizhong Huang et al.
ViTCoP: Accelerating Large Vision-Language Models via Visual and Textual Semantic Collaborative Pruning
Wen Luo, Peng Chen, Xiaotao Huang et al.
Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models
Jiayi Luo, Qingyun Sun, Lingjuan Lyu et al.
Attention Retention for Continual Learning with Vision Transformers
Yue Lu, Xiangyu Zhou, Shizhou Zhang et al.
SkipCat: Rank-Maximized Low-Rank Compression of Large Language Models via Shared Projection and Block Skipping
Yu-Chen Lu, Sheng-Feng Yu, Hui-Hsien Weng et al.
Beyond the Mean: Fisher-Orthogonal Projection for Natural Gradient Descent in Large Batch Training
Yishun Lu, Wesley Armour
Spiking-Aided Neural Architecture for Efficient and Robust WiFi Sensing
Yisha Lu, Liwen Jing, Jiangmao Zheng et al.
STEP-Nav: Spatial-Temporal Efficient Visual Token Pruning for Vision-and-Language Navigation with Large Language Models
Yantao Lu, Shiqi Sun, Ning Liu et al.
ProGMLP: A Progressive Framework for GNN-to-MLP Knowledge Distillation with Efficient Trade-offs
Weigang Lu, Ziyu Guan, Wei Zhao et al.
Autonomous Concept Drift Threshold Determination
Pengqian Lu, Jie Lu, Anjin Liu et al.
Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing
Junkai Lu, Peng Chen, Chenjuan Guo et al.
Adapt Before Continual Learning
Aojun Lu, Tao Feng, Hangjie Yuan et al.
DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices
Afonso Lourenço, João Rodrigo, João Gama et al.
Topological Federated Clustering via Gravitational Potential Fields Under Local Differential Privacy
Yunbo Long, Jiaquan Zhang, Xi Chen et al.
Parameter-Free Fine-tuning via Redundancy Elimination for Vision Foundation Models
Jiahuan Long, Tingsong Jiang, Wen Yao et al.