Efficient Computing

TRACE: Real-Time Multimodal Common Ground Tracking in Situated Collaborative Dialogues NAACL 2025 Training Deep Learning Models with Norm-Constrained LMOs ICML 2025 Training-Free Activation Sparsity in Large Language Models ICLR 2025 Training-Free and Hardware-Friendly Acceleration for Diffusion Models via Similarity-based Token Pruning AAAI 2025 Training-Free Dataset Pruning for Instance Segmentation ICLR 2025 Training Free Exponential Context Extension via Cascading KV Cache ICLR 2025 Training High Performance Spiking Neural Network by Temporal Model Calibration ICML 2025 Training Long-Context LLMs Efficiently via Chunk-wise Optimization ACL 2025 Training Strategies for Efficient Embodied Reasoning CoRL 2025 Training Text-to-Molecule Models with Context-Aware Tokenization EMNLP 2025 Training with Confidence: Catching Silent Errors in Deep Learning Training with Automated Proactive Checks OSDI 2025 Training with Fewer Bits: Unlocking Edge LLMs Training with Stochastic Rounding EMNLP 2025 Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models ICLR 2025 Transformed Low-rank Adaptation via Tensor Decomposition and Its Applications to Text-to-image Models ICCV 2025 Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral EMNLP 2025 Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries ICML 2025 TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training ICCV 2025 TreeKV: Smooth Key-Value Cache Compression with Tree Structures IJCAI 2025 TRIAL: Token Relations and Importance Aware Late-interaction for Accurate Text Retrieval EMNLP 2025 TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs ACL 2025 TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning ACL 2025 TRUEBench: Can LLM Response Meet Real-world Constraints as Productivity Assistant? EMNLP 2025 TS-SNN: Temporal Shift Module for Spiking Neural Networks ICML 2025 T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching ICLR 2025 TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation EMNLP 2025