Mengshu Sun

23 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×6 WWW ×5 AAAI ×4 EMNLP ×3 IROS ×1 ISWC ×1 NeurIPS ×1 VLDB ×1 WSDM ×1

Frequent coauthors

Huajun Chen

×14

Lei Liang

×12

Zhiqiang Zhang

×10

Jun Zhou

×7

Wen Zhang

×7

Ningyu Zhang

×6

Lin Yuan

×5

Zhongpu Bo

×5

Zhiqiang Liu

×4

Lei Liang

×4

Lingbing Guo

×4

Yujie Luo

×4

Papers

Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion
ACL 2026 ·
Zhiqiang Liu
,
Yichi Zhang
, Mengshu Sun,
Lei Liang
,
Wen Zhang
Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations
ACL 2026 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Jun Xu
, Mengshu Sun,
Zhizhen Liu
,
Lei Liang
,
Wen Zhang
,
Huajun Chen
LookAhead Tuning: Safer Language Models via Partial Answer Previews
WSDM 2026 ·
Kangwei Liu
,
Mengru Wang
,
Yujie Luo
,
Lin Yuan
, Mengshu Sun,
Lei Liang
,
Zhiqiang Zhang
,
Jun Zhou
,
Bryan Hooi
,
Shumin Deng
Self-Correction Distillation for Structured Data Question Answering
AAAI 2026 ·
Yushan Zhu
,
Wen Zhang
,
Long Jin
, Mengshu Sun,
Ling Zhong
,
Zhiqiang Liu
,
Juan Li
,
Lei Liang
,
Chong Long
,
Chao Deng
,
Junlan Feng
Sparse-RL: Breaking the Memory Wall in LLM Reinforcement Learning via Stable Sparse Rollouts
ACL 2026 ·
Sijia Luo
,
Xiaokang Zhang
,
Yuxuan Hu
,
Bohan Zhang
,
Ke Wang
,
Jinbo Su
, Mengshu Sun,
Lei Liang
,
Jing Zhang
Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction
AAAI 2026 ·
Jun Xu
,
Xinkai Du
,
Yu Ao
,
Peilong Zhao
,
Yang Li
,
Ling Zhong
,
Lin Yuan
,
Zhongpu Bo
,
Xiaorui Wang
, Mengshu Sun,
Zhengke Gui
,
Dalong Zhang
,
ZhaoYang Wang
,
Qiwei Wang
,
Yangyang Hou
,
ZhiYing Yi
,
Haofen Wang
,
Huajun Chen
,
Lei Liang
,
Jun Zhou
Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
ACL 2025 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Yajing Xu
,
Shaokai Chen
, Mengshu Sun,
Binbin Hu
,
Zhiqiang Zhang
,
Lei Liang
,
Wen Zhang
,
Huajun Chen
Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis
AAAI 2025 ·
Lin Yuan
,
Jun Xu
,
Honghao Gui
, Mengshu Sun,
Zhiqiang Zhang
,
Lei Liang
,
Jun Zhou
K-ON: Stacking Knowledge on the Head Layer of Large Language Model
AAAI 2025 ·
Lingbing Guo
,
Yichi Zhang
,
Zhongpu Bo
,
Zhuo Chen
, Mengshu Sun,
Zhiqiang Zhang
,
Wen Zhang
,
Huajun Chen
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation
WWW 2025 ·
Lei Liang
,
Zhongpu Bo
,
Zhengke Gui
,
Zhongshu Zhu
,
Ling Zhong
,
Peilong Zhao
, Mengshu Sun,
Zhiqiang Zhang
,
Jun Zhou
,
Wenguang Chen
,
Wen Zhang
,
Huajun Chen
LightThinker: Thinking Step-by-Step Compression
EMNLP 2025 ·
Jintian Zhang
,
Yuqi Zhu
, Mengshu Sun,
Yujie Luo
,
Shuofei Qiao
,
Lun Du
,
Da Zheng
,
Huajun Chen
,
Ningyu Zhang
MAQInstruct: Instruction-based Unified Event Relation Extraction
WWW 2025 ·
Jun Xu
, Mengshu Sun,
Zhiqiang Zhang
,
Jun Zhou
OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
WWW 2025 ·
Yujie Luo
,
Xiangyuan Ru
,
Kangwei Liu
,
Lin Yuan
, Mengshu Sun,
Ningyu Zhang
,
Lei Liang
,
Zhiqiang Zhang
,
Jun Zhou
,
Lanning Wei
,
Da Zheng
,
Haofen Wang
,
Huajun Chen
OntoTune: Ontology-Driven Self-training for Aligning Large Language Models
WWW 2025 ·
Zhiqiang Liu
,
Chengtao Gan
,
Junjie Wang
,
Yichi Zhang
,
Zhongpu Bo
, Mengshu Sun,
Huajun Chen
,
Wen Zhang
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
WWW 2025 ·
Zhouyu Jiang
, Mengshu Sun,
Lei Liang
,
Zhiqiang Zhang
SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs
EMNLP 2025 ·
Zhiqiang Liu
,
Enpei Niu
,
Yin Hua
, Mengshu Sun,
Lei Liang
,
Huajun Chen
,
Wen Zhang
Efficient Knowledge Infusion via KG-LLM Alignment
ACL 2024 ·
Zhouyu Jiang
,
Ling Zhong
, Mengshu Sun,
Jun Xu
,
Rui Sun
,
Hui Cai
,
Shuhan Luo
,
Zhiqiang Zhang
Gaining the Sparse Rewards by Exploring Lottery Tickets in Spiking Neural Networks
IROS 2024 ·
Hao Cheng
,
Jiahang Cao
,
Erjia Xiao
, Mengshu Sun,
Renjing Xu
IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus
ACL 2024 ·
Honghao Gui
,
Lin Yuan
,
Hongbin Ye
,
Ningyu Zhang
, Mengshu Sun,
Lei Liang
,
Huajun Chen
InstructIE: A Bilingual Instruction-based Information Extraction Dataset
ISWC 2024 ·
Honghao Gui
,
Shuofei Qiao
,
Jintian Zhang
,
Hongbin Ye
, Mengshu Sun,
Lei Liang
,
Jeff Z. Pan
,
Huajun Chen
,
Ningyu Zhang
MKGL: Mastery of a Three-Word Language
NeurIPS 2024 ·
Lingbing Guo
,
Zhongpu Bo
,
Zhuo Chen
,
Yichi Zhang
,
Jiaoyan Chen
,
Yarong Lan
, Mengshu Sun,
Zhiqiang Zhang
,
Yangyifei Luo
,
Qian Li
,
Qiang Zhang
,
Wen Zhang
,
Huajun Chen
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
VLDB 2024 ·
Ningyu Zhang
,
Zekun Xi
,
Yujie Luo
,
Peng Wang
,
Bozhong Tian
,
Yunzhi Yao
,
Jintian Zhang
,
Shumin Deng
, Mengshu Sun,
Lei Liang
,
Zhiqiang Zhang
,
Xiaowei Zhu
,
Jun Zhou
,
Huajun Chen
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
EMNLP 2024 ·
Jintian Zhang
,
Cheng Peng
, Mengshu Sun,
Xiang Chen
,
Lei Liang
,
Zhiqiang Zhang
,
Jun Zhou
,
Huajun Chen
,
Ningyu Zhang