Ngai Wong

ATTS: Asynchronous Test-Time Scaling via Conformal Prediction

SWINGARENA: Adversarial Programming Arena for Long-context GitHub Issue Solving

Unveiling Super Experts in Mixture-of-Experts Large Language Models

Nonparametric Teaching of Attention Learners

Quantization Meets Reasoning: Exploring and Mitigating Degradation of Low-Bit LLMs in Mathematical Reasoning

Shadow-FT: Tuning Instruct Model via Training on Paired Base Model

Decomposing Densification in Gaussian Splatting for Faster 3D Scene Reconstruction

DART: Difficulty-Adaptive Reasoning Truncation for Efficient Large Language Models

Fighter: Unveiling the Graph Convolutional Nature of Transformers in Time Series Modeling

Timber: Training-free Instruct Model Refining with Base via Effective Rank

ELPO: Ensemble Learning Based Prompt Optimization for Large Language Models

DualRPO: All-in-one Visual RL with Internal and External Rewards

PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Nonparametric Teaching for Sequential Property Learners

PTQTP: Post-Training Quantization to Trit-Planes for Large Language Models

LongEmotion: Measuring Emotional Intelligence of Large Language Models in Long-Context Interaction

Nonparametric Teaching for Graph Property Learners

ParallelComp: Parallel Long-Context Compressor for Length Extrapolation

UNComp: Uncertainty-Aware Long-context Compressor for Efficient Large Language Model Inference

Multimodal Context-Aware Transformer with Visual Guidance for Automated 3D Annotation

UncertaintyRAG: Span Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation