Xinbing Wang

Flow of Spans: Generalizing Language Models to Dynamic Span-Vocabulary via GFlowNets

AWM: Accurate Weight-Matrix Fingerprint for Large Language Models

Inductive Reasoning for Temporal Knowledge Graphs with Emerging Entities

PonderLM: Pretraining Language Models to Ponder in Continuous Space

Hierarchical Parametrization with Gaussian Process for Bayesian Meta-Learning

OceanVerse: Evaluable 4D Ocean Element Reconstruction Dataset under Realistic Sparsity

Context-level Language Modeling by Learning Predictive Context Embeddings

Pretraining LLM with Latent Thoughts in Continuous Space

Learning to Reason in Structured In-context Environments with Reinforcement Learning

MoleRanker: Spectrum-Driven Molecular Structure Ranking with Heterogeneous Co-occurrence Graphs

Tri-Agent Driving: Learning to Coordinate Agents via Scenario Complexity Representation for Efficient Autonomous Driving

PREP: Pre-inference Guided Token Pruning for Efficient Vision-Language Models

Controlling Underestimation Bias in Constrained Reinforcement Learning for Safe Exploration

Generalizable Multi-Camera 3D Object Detection from a Single Source via Fourier Cross-View Learning

Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models

$\Delta \mathrm{Energy}$: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization

Extreme Value Policy Optimization for Safe Reinforcement Learning

MICE: Memory-driven Intrinsic Cost Estimation for Mitigating Constraint Violations

FCVL: Fourier Cross-View Learning for Generalizable 3D Object Detection in Bird’s Eye View

Probabilistic Feature Smoothed Gaussian Process For Imbalanced Regression