Efficient Computing

TroL: Traversal of Layers for Large Language and Vision Models EMNLP 2024 TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks ICML 2024 Tuning-free Estimation and Inference of Cumulative Distribution Function under Local Differential Privacy ICML 2024 Tuning Stable Rank Shrinkage: Aiming at the Overlooked Structural Risk in Fine-tuning CVPR 2024 TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models NeurIPS 2024 Turkish Typo Correction for E-Commerce Search Engines COLING 2024 Turnstile ℓ_p leverage score sampling with applications ICML 2024 Turn Waste into Worth: Rectifying Top-k Router of MoE EMNLP 2024 Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness ICML 2024 UFO: The Ultimate QoS-Aware Core Management for Virtualized and Oversubscribed Public Clouds NSDI 2024 UGC: Universal Graph Coarsening NeurIPS 2024 UGrid: An Efficient-And-Rigorous Neural Multigrid Solver for Linear PDEs ICML 2024 UICoder: Finetuning Large Language Models to Generate User Interface Code through Automated Feedback NAACL 2024 UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs ACL 2024 UltraSparseBERT: 99% Conditionally Sparse Language Modelling ACL 2024 Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast NeurIPS 2024 Understanding and Minimising Outlier Features in Transformer Training NeurIPS 2024 Understanding the Training Speedup from Sampling with Approximate Losses ICML 2024 UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory CVPR 2024 Universality of Linear Recurrences Followed by Non-linear Projections: Finite-Width Guarantees and Benefits of Complex Eigenvalues ICML 2024 Universal Robustness via Median Randomized Smoothing for Real-World Super-Resolution CVPR 2024 Unleashing the Potential of Large Language Models through Spectral Modulation EMNLP 2024 Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression ACL 2024 Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding ACL 2024 Unlocking Knowledge with OCR-Driven Document Digitization for Peruvian Indigenous Languages NAACL 2024