Ling Chen

Delving into Spectral Clustering with Vision-Language Representations

Beyond In-Domain Detection: SpikeScore for Cross-Domain Hallucination Detection

Perturbations Matter: Sensitivity-Guided Hallucination Detection in LLMs

Bootstrapped Exploration with Causal Reasoning: A Training Paradigm for Adaptive Forecasting Agent

Learning Beyond Proximity: Causal Reasoning with LLMs for Robust POI Prediction

Automotive-ENV: Benchmarking Multimodal Agents in Vehicle Interface Systems

Explainable LLM Unlearning through Reasoning

UniVid: The Open-Source Unified Video Model

Remote Sensing-Oriented World Model

Infinity Parser: Layout Aware Reinforcement Learning for Scanned Document Parsing

M4V: Multimodal Mamba for Efficient Text-to-Video Generation

Can Large Vision-Language Models Refuse Synthetic Images in Geo-localization?

BagelScore: Visual-Language Evaluation Made Easy

Beyond Node-Centric Modeling: Sketching Signed Networks with Simplicial Complexes

Monte Carlo Planning with Large Language Model for Text-Based Game Agents

Multi-Session Client-Centered Treatment Outcome Evaluation in Psychotherapy

Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts