Xiang Liu

Dominic789654's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

authored a paper 2 months ago

DiffAdapt: Difficulty-Adaptive Reasoning for Token-Efficient LLM Inference

Paper • 2510.19669 • Published Oct 22 • 1

authored a paper 7 months ago

Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression

Paper • 2505.19433 • Published May 26 • 5

authored 2 papers 10 months ago

The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve?

Paper • 2502.17535 • Published Feb 24 • 8

Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research

Paper • 2502.12669 • Published Feb 18 • 2

authored 3 papers 11 months ago

Mediator: Memory-efficient LLM Merging with Less Parameter Conflicts and Uncertainty Based Routing

Paper • 2502.04411 • Published Feb 6 • 4

Can LLMs Maintain Fundamental Abilities under KV Cache Compression?

Paper • 2502.01941 • Published Feb 4 • 14

ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference

Paper • 2502.00299 • Published Feb 1 • 2

authored 3 papers about 1 year ago

LPZero: Language Model Zero-cost Proxy Search from Zero

Paper • 2410.04808 • Published Oct 7, 2024 • 2

Should We Really Edit Language Models? On the Evaluation of Edited Language Models

Paper • 2410.18785 • Published Oct 24, 2024 • 7

LongGenBench: Long-context Generation Benchmark

Paper • 2410.04199 • Published Oct 5, 2024 • 22

authored 6 papers over 1 year ago

3D Question Answering for City Scene Understanding

Paper • 2407.17398 • Published Jul 24, 2024 • 22

Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models

Paper • 2311.03687 • Published Nov 7, 2023

Plum: Prompt Learning using Metaheuristic

Paper • 2311.08364 • Published Nov 14, 2023

LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

Paper • 2403.17919 • Published Mar 26, 2024 • 16

Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models

Paper • 2406.02924 • Published Jun 5, 2024 • 2

ParZC: Parametric Zero-Cost Proxies for Efficient NAS

Paper • 2402.02105 • Published Feb 3, 2024