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Papers
An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures
ICML 2025
Compute or Load KV Cache? Why Not Both?
ICML 2025
Exploiting Similarity for Computation and Communication-Efficient Decentralized Optimization
ICML 2025
FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence
ICML 2025
Metadata Conditioning Accelerates Language Model Pre-training
ICML 2025
METEOR: Multi-Encoder Collaborative Token Pruning for Efficient Vision Language Models
ICCV 2025
Predicting High-precision Depth on Low-Precision Devices Using 2D Hilbert Curves
ICML 2025
T2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering
EMNLP 2025
Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models
CVPR 2025
When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning
EMNLP 2025
Efficient Non-stationary Online Learning by Wavelets with Applications to Online Distribution Shift Adaptation
ICML 2024
Empowering Resampling Operation for Ultra-High-Definition Image Enhancement with Model-Aware Guidance
CVPR 2024
Low-Cost High-Power Membership Inference Attacks
ICML 2024
Memory Optimization for Deep Networks
ICLR 2021