Jiawei Han

21

Papers

466

Total Citations

Papers (21)

Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs

RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph

Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective

Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation

Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding

Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations

Hybrid Latent Reasoning via Reinforcement Learning

GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs

Structured Chemistry Reasoning with Large Language Models

Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains

Language Models as Semantic Indexers

MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space

SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter

Position: TrustLLM: Trustworthiness in Large Language Models

Spherical Text Embedding

Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization

Universal Graph Convolutional Networks

COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining

Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data

Generating Training Data with Language Models: Towards Zero-Shot Language Understanding

Towards Faster Rates and Oracle Property for Low-Rank Matrix Estimation