Selected Publications

You can also find my articles on my Google Scholar profile.

ICML2024

KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning CCF A

ABS BIB PDF BLOG CODE

ICDE2026

XRAG: eXamining the Core - Benchmarking Foundational Components in Advanced Retrieval-Augmented Generation CCF A

ABS PDF BLOG CODE

ECAI2023

POINE²: Pre-trained Open-ended Information Extraction Networks for Text Summarization CCF B

ABS BIB PDF CODE

IJCAI2026

Harnessing Multiple Large Language Models: A Survey on LLM Ensemble CCF B

ABS BIB PDF BLOG CODE WEBSITE

NAACL2025

Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence CCF B

ABS BIB PDF CODE

EMNLP2023

Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders CCF B

ABS BIB PDF CODE

KDD2023

Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler CCF A

RECOMMENDED AS A BEST PAPER CANDIDATE ABS BIB PDF VIDEO CODE SLIDES

EMNLP2022

DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining CCF B

ABS BIB PDF BLOG CODE

COLING2022

Noise-injected Consistency Training and Entropy-constrained Pseudo Labels for Semi-supervised Learning CCF B

ABS BIB PDF BLOG CODE

ICDM2022

HiGIL: Hierarchical Graph Inference Learning for Fact Checking CCF B