Jingrui He

TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning

Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative

Geometric Constraints for Small Language Models to Understand and Expand Scientific Taxonomies

Influence-Preserving Proxies for Gradient-Based Data Selection in LLM FineTuning

MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Chains

Inference Scaling of LLM Ensembling: Bridging Token Spaces with Token Translation

AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning

NIRVANA: Structured Pruning Reimagined for Large Language Models Compression

OwlEye: Zero-Shot Learner for Cross-Domain Graph Data Anomaly Detection

Rethinking Fair Anomaly Detection From The Group Imbalance Perspective

Geometri-Disentangelment Unlearning

Auto-regressive In-context Demonstration Selection

OASIS: An Optimized Approach to Systematic Calibration Data Selection

RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking

TRQA: Time Series Reasoning Question And Answering Benchmark

Temporal Heterogeneous Graph Generation with Privacy, Utility, and Efficiency

ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs

Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning

Mint: A Simple Test-Time Adaptation of Vision-Language Models against Common Corruptions

Graph4MM: Weaving Multimodal Learning with Structural Information

Matcha: Mitigating Graph Structure Shifts with Test-Time Adaptation

Learnable Spatial-Temporal Positional Encoding for Link Prediction

Is Attention All You Need for Temporal Link Prediction? A Lightweight Alternative via Learnable Positional Encoding and MLPs

Automatic Task-aware Instruction Optimizer for Black-box LLMs

Fair Anomaly Detection For Imbalanced Groups

Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting

Multi-modal Prompt Learning Empowers Graph Neural Networks with Semantic Knowledge

Robust Watermarking for Diffusion Models: A Unified Multi-Dimensional Recipe

OCEAN: Online Multi-modal Root Cause Analysis for Microservice Systems