Picture for Qun Liu

Qun Liu

Beyond Homogeneous Attention: Memory-Efficient LLMs via Fourier-Approximated KV Cache

Add code
Jun 13, 2025
Viaarxiv icon

Spectra-to-Structure and Structure-to-Spectra Inference Across the Periodic Table

Add code
Jun 13, 2025
Viaarxiv icon

Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification

Add code
Jun 05, 2025
Viaarxiv icon

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning

Add code
May 23, 2025
Viaarxiv icon

ToolACE-R: Tool Learning with Adaptive Self-Refinement

Add code
Apr 02, 2025
Viaarxiv icon

DAST: Difficulty-Aware Self-Training on Large Language Models

Add code
Mar 12, 2025
Viaarxiv icon

KnowLogic: A Benchmark for Commonsense Reasoning via Knowledge-Driven Data Synthesis

Add code
Mar 08, 2025
Viaarxiv icon

Tgea: An error-annotated dataset and benchmark tasks for text generation from pretrained language models

Add code
Mar 06, 2025
Viaarxiv icon

The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation

Add code
Mar 05, 2025
Viaarxiv icon

Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework

Add code
Feb 26, 2025
Viaarxiv icon