{"total":17,"rows":[{"id":"2504.19874","title":"TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate","created":"2025-04-28","cited_by_count":125,"area":null},{"id":"2412.14363","title":"ResQ: Mixed-Precision Quantization of Large Language Models with Low-Rank Residuals","created":"2024-12-18","cited_by_count":36,"area":null},{"id":"2504.17768","title":"The Sparse Frontier: Sparse Attention Trade-offs in Transformer LLMs","created":"2025-04-24","cited_by_count":29,"area":null},{"id":"2409.12963","title":"Interpolating Video-LLMs: Toward Longer-sequence LMMs in a Training-free Manner","created":"2024-09-19","cited_by_count":11,"area":null},{"id":"2502.07861","title":"Streaming Attention Approximation via Discrepancy Theory","created":"2025-02-11","cited_by_count":11,"area":null},{"id":"2409.01990","title":"Designing Large Foundation Models for Efficient Training and Inference: A Survey","created":"2024-09-03","cited_by_count":7,"area":null},{"id":"2412.20677","title":"Align Attention Heads Before Merging Them: An Effective Way for Converting MHA to GQA","created":"2024-12-30","cited_by_count":7,"area":null},{"id":"2502.01070","title":"An Inquiry into Datacenter TCO for LLM Inference with FP8","created":"2025-02-03","cited_by_count":5,"area":null},{"id":"2510.16805","title":"Mixed-Precision Quantization for Language Models: Techniques and Prospects","created":"2025-10-19","cited_by_count":5,"area":null},{"id":"2609.00097","title":"Faster Than Flash: Exploiting Attention Sparsity for Efficient Long-Context Decoding","created":"2026-08-31","cited_by_count":4,"area":null},{"id":"2601.21927","title":"SONIC: Segmented Optimized Nexus for Information Compression in Key-Value Caching","created":"2026-01-29","cited_by_count":3,"area":null},{"id":"2605.12464","title":"Search Your Block Floating Point Scales!","created":"2026-05-12","cited_by_count":3,"area":null},{"id":"2502.19008","title":"Binary Neural Networks for Large Language Model: A Survey","created":"2025-02-26","cited_by_count":1,"area":null},{"id":"2602.03216","title":"Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection","created":"2026-02-03","cited_by_count":1,"area":null},{"id":"2607.24555","title":"LOCKS: Page-Local Compact Key Summaries for Efficient Long-Context Decoding","created":"2026-07-27","cited_by_count":1,"area":null},{"id":"2607.25467","title":"Seen, Said, or Forgotten? A Causal Audit of Visual KV Memory Across Dialog Turns","created":"2026-07-28","cited_by_count":1,"area":null},{"id":"2405.15346","title":"BiSup: Bidirectional Quantization Error Suppression for Large Language Models","created":"2024-05-24","cited_by_count":0,"area":null}],"next_cursor":null}