Xianglong Liu

On Robustness of Vision-Language-Action Model against Multi-Modal Perturbations

ContextPRM: Leveraging Contextual Coherence for multi-domain Test-Time Scaling

AFTER: Mitigating the Object Hallucination of LVLM via Adaptive Factual-Guided Activation Editing

Vulnerable Agent Identification in Large-Scale Multi-Agent Reinforcement Learning

Adversarial Policy Transfer in Mixed Cooperative-Competitive Games

QuS: Towards High-Performance EfficientViT on FPGA by Quantization and Streamline Co-Design

From Sparse to Structured: A New Paradigm for Gradient-Based Parameter-Efficient Fine-Tuning

CodeChemist: Test-Time Scaling for Low-Resource Code Generation via Functional Knowledge Transfer

SPEAR: Structured Pruning for Spiking Neural Networks via Synaptic Operation Estimation and Reinforcement Learning

BMAttn: Block-Aligned Mixed-Precision Attention Quantization for LLM Inference

BRENA: Brain-inspired Hierarchical Neural Alignment Framework for Visual Decoding from EEG Signals

Detoxifying Large Language Models via Autoregressive Reward Guided Representation Editing

Conflict-Aware Knowledge Editing in the Wild: Semantic-Augmented Graph Representation for Unstructured Text

Exploring Semantic-constrained Adversarial Example with Instruction Uncertainty Reduction

BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models

DA-KD: Difficulty-Aware Knowledge Distillation for Efficient Large Language Models

Empirical Study on Robustness and Resilience in Cooperative Multi-Agent Reinforcement Learning

SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models

Token-Aware Inference-Time Intervention for Large Language Model Alignment

SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models

Lexical Diversity-aware Relevance Assessment for Retrieval-Augmented Generation

Hierarchical Prompts with Context-aware Calibration for Open-Vocabulary Object Detection

HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration