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f20180301 

submitted a paper to Daily Papers 17 days ago

DuoDiscover: Scaling Autonomous Discovery Beyond the Evaluation Bottleneck

Paper • 2610.17184 • Published 24 days ago • 14

Chrisyichuan 

authored a paper over 1 year ago

LEANN: A Low-Storage Vector Index

Paper • 2506.08276 • Published Jun 9, 2025 • 2

f20180301 

authored 6 papers over 1 year ago

LongLaMP: A Benchmark for Personalized Long-form Text Generation

Paper • 2407.11016 • Published Jun 27, 2024 • 1

KaPQA: Knowledge-Augmented Product Question-Answering

Paper • 2407.16073 • Published Jul 22, 2024 • 1

ScaleViz: Scaling Visualization Recommendation Models on Large Data

Paper • 2411.18657 • Published Nov 27, 2024

Approximate Caching for Efficiently Serving Diffusion Models

Paper • 2312.04429 • Published Dec 7, 2023 • 2

Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation

Paper • 2502.15734 • Published Feb 5, 2025 • 4

RCStat: A Statistical Framework for using Relative Contextualization in Transformers

Paper • 2506.19549 • Published Jun 24, 2025 • 3

mayank-mishra 

authored 4 papers over 1 year ago

FlashFormer: Whole-Model Kernels for Efficient Low-Batch Inference

Paper • 2505.22758 • Published May 28, 2025 • 1

PaTH Attention: Position Encoding via Accumulating Householder Transformations

Paper • 2505.16381 • Published May 22, 2025

Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence

Paper • 2502.09927 • Published Feb 14, 2025 • 1

Ladder-residual: parallelism-aware architecture for accelerating large model inference with communication overlapping

Paper • 2501.06589 • Published Jan 11, 2025

Chrisyichuan 

authored 4 papers over 1 year ago

Autellix: An Efficient Serving Engine for LLM Agents as General Programs

Paper • 2502.13965 • Published Feb 19, 2025 • 19

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Paper • 2502.08235 • Published Feb 12, 2025 • 59

Locality-aware Fair Scheduling in LLM Serving

Paper • 2501.14312 • Published Jan 24, 2025 • 2

DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training

Paper • 2405.05231 • Published May 8, 2024 • 1

mayank-mishra 

authored a paper almost 2 years ago

Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Models

Paper • 2409.04787 • Published Sep 7, 2024 • 1

CharlieFRuan 

authored a paper almost 2 years ago

XGrammar: Flexible and Efficient Structured Generation Engine for Large Language Models

Paper • 2411.15100 • Published Nov 22, 2024 • 7

mayank-mishra 

authored a paper about 2 years ago

Power Scheduler: A Batch Size and Token Number Agnostic Learning Rate Scheduler

Paper • 2408.13359 • Published Aug 23, 2024 • 23

mayank-mishra 

authored a paper over 2 years ago

Enhancing Training Efficiency Using Packing with Flash Attention

Paper • 2407.09105 • Published Jul 12, 2024 • 17