Xiang Liu

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upvoted a paper 2 days ago

On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

Paper • 2606.02437 • Published 4 days ago • 168

upvoted a paper 9 days ago

Macaron-A2UI: A Model for Generative UI in Personal Agents

Paper • 2605.24830 • Published 12 days ago • 80

upvoted a paper 21 days ago

MinT: Managed Infrastructure for Training and Serving Millions of LLMs

Paper • 2605.13779 • Published 23 days ago • 219

upvoted a paper 22 days ago

Position: LLM Inference Should Be Evaluated as Energy-to-Token Production

Paper • 2605.11733 • Published 24 days ago • 3

upvoted a paper about 1 month ago

Recursive Multi-Agent Systems

Paper • 2604.25917 • Published Apr 28 • 274

upvoted a paper 5 months ago

PhysBrain: Human Egocentric Data as a Bridge from Vision Language Models to Physical Intelligence

Paper • 2512.16793 • Published Dec 18, 2025 • 76

upvoted a paper 6 months ago

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

Paper • 2511.21689 • Published Nov 26, 2025 • 128

upvoted 4 papers 7 months ago

Nemotron Elastic: Towards Efficient Many-in-One Reasoning LLMs

Paper • 2511.16664 • Published Nov 20, 2025 • 30

V-ReasonBench: Toward Unified Reasoning Benchmark Suite for Video Generation Models

Paper • 2511.16668 • Published Nov 20, 2025 • 56

Reasoning Language Model Inference Serving Unveiled: An Empirical Study

Paper • 2510.18672 • Published Oct 21, 2025 • 7

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

Paper • 2510.19669 • Published Oct 22, 2025 • 1

upvoted a paper 8 months ago

GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving

Paper • 2510.11769 • Published Oct 13, 2025 • 26

upvoted 2 papers about 1 year ago

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

Paper • 2505.19433 • Published May 26, 2025 • 5

CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training

Paper • 2504.13161 • Published Apr 17, 2025 • 98

upvoted 6 papers over 1 year ago

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

Paper • 2502.17535 • Published Feb 24, 2025 • 8

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

Paper • 2502.12669 • Published Feb 18, 2025 • 2

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

Paper • 2502.04411 • Published Feb 6, 2025 • 4

Can LLMs Maintain Fundamental Abilities under KV Cache Compression?

Paper • 2502.01941 • Published Feb 4, 2025 • 15

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

Paper • 2502.00299 • Published Feb 1, 2025 • 3

VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding

Paper • 2501.13106 • Published Jan 22, 2025 • 92