Lei Liang

Ant Group, Hangzhou, China

31 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0000-9700-5809 ↗

Venues

ACL ×5 AAAI ×4 EMNLP ×4 WWW ×4 VLDB ×3 ICDE ×2 NeurIPS ×2 ACM MM ×1 ISWC ×1 NAACL ×1 SIGIR ×1 SIGKDD ×1 SIGMOD ×1 WSDM ×1

Frequent coauthors

Huajun Chen

×19

Mengshu Sun

×12

Wen Zhang

×10

Jun Zhou

×9

Ningyu Zhang

×8

Zhiqiang Zhang

×7

Zhiqiang Liu

×5

Haofen Wang

×4

Lin Yuan

×4

Shumin Deng

×4

Zhengke Gui

×3

Yujie Luo

×3

Papers

C3Flow: SIMD-Style Concurrent Claude Code Workflow for Scaling Deep Research
SIGIR 2026 ·
Yunfan Gao
,
Xinyi Huang
,
Yijie Zhong
,
Zhidong Fan
,
Zhengke Gui
, Lei Liang,
Yun Xiong
,
Haofen Wang
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
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
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction
AAAI 2026 ·
Zhiqiang Liu
,
Yin Hua
,
Mingyang Chen
,
Yichi Zhang
,
Zhuo Chen
, Lei Liang,
Wen Zhang
Client-Server Co-design with Multi-modal Codebooks Makes Better and Faster Federate Knowledge Sharing
ACM MM 2025 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Yajing Xu
, Lei Liang,
Wen Zhang
,
Huajun Chen
Croppable Knowledge Graph Embedding
ACL 2025 ·
Yushan Zhu
,
Wen Zhang
,
Zhiqiang Liu
,
Mingyang Chen
, Lei Liang,
Huajun Chen
EventRAG: Enhancing LLM Generation with Event Knowledge Graphs
ACL 2025 ·
Zairun Yang
,
Yilin Wang
,
Zhengyan Shi
,
Yuan Yao
, Lei Liang,
Keyan Ding
,
Emine Yilmaz
,
Huajun Chen
,
Qiang Zhang
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
HiMoLE: Towards OOD-Robust LoRA via Hierarchical Mixture of Experts
NeurIPS 2025 ·
Yinuo Jiang
,
Xiaodong Yan
,
Keyan Ding
,
Deng Zhao
, Lei Liang,
Qiang Zhang
,
Huajun Chen
High Performance or Low Memory? An Updatable Learned Index Framework for Time-Space Tradeoff
SIGMOD 2025 ·
Hui Wang
,
Xin Wang
,
Jiake Ge
,
Yunpeng Chai
, Lei Liang,
Peng Yi
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
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
NAACL 2025 ·
Yuqi Zhu
,
Shuofei Qiao
,
Yixin Ou
,
Shumin Deng
,
Shiwei Lyu
,
Yue Shen
, Lei Liang,
Jinjie Gu
,
Huajun Chen
,
Ningyu Zhang
MultiRAG: A Knowledge-Guided Framework for Mitigating Hallucination in Multi-Source Retrieval Augmented Generation
ICDE 2025 ·
Wenlong Wu
,
Haofen Wang
,
Bohan Li
,
Peixuan Huang
,
Xinzhe Zhao
, Lei Liang
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
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
EMNLP 2025 ·
Zhaoyan Gong
,
Juan Li
,
Zhiqiang Liu
, Lei Liang,
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
ShapeShifter: Workload-Aware Adaptive Evolving Index Structures Based on Learned Models
WWW 2025 ·
Hui Wang
,
Xin Wang
,
Jiake Ge
, Lei Liang,
Peng Yi
TrustUQA: A Trustful Framework for Unified Structured Data Question Answering
AAAI 2025 ·
Wen Zhang
,
Long Jin
,
Yushan Zhu
,
Jiaoyan Chen
,
Zhiwei Huang
,
Junjie Wang
,
Yin Hua
, Lei Liang,
Huajun Chen
AntDT: A Self-Adaptive Distributed Training Framework for Leader and Straggler Nodes
ICDE 2024 ·
Youshao Xiao
,
Lin Ju
,
Zhenglei Zhou
,
Siyuan Li
,
Zhaoxin Huan
,
Dalong Zhang
,
Rujie Jiang
,
Lin Wang
,
Xiaolu Zhang
, Lei Liang,
Jun Zhou
Editing Conceptual Knowledge for Large Language Models
EMNLP 2024 ·
Xiaohan Wang
,
Shengyu Mao
,
Shumin Deng
,
Yunzhi Yao
,
Yue Shen
, Lei Liang,
Jinjie Gu
,
Huajun Chen
,
Ningyu Zhang
Efficient and Effective Anchored Densest Subgraph Search: A Convex-programming based Approach
SIGKDD 2024 ·
Xiaowei Ye
,
Rong-Hua Li
, Lei Liang,
Zhizhen Liu
,
Longlong Lin
,
Guoren Wang
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
InBox: Recommendation with Knowledge Graph using Interest Box Embedding
VLDB 2024 ·
Zezhong Xu
,
Yincen Qu
,
Wen Zhang
, 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
KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection
VLDB 2024 ·
Peng Yi
, Lei Liang,
Da Zhang
,
Yong Chen
,
Jinye Zhu
,
Xiangyu Liu
,
Kun Tang
,
Jialin Chen
,
Hao Lin
,
Leijie Qiu
,
Jun Zhou
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
Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models
NeurIPS 2024 ·
Hanxiao Zhang
,
Lin Ju
,
Chan Wu
,
Jinjing Huang
,
Youshao Xiao
,
Zhenglei Zhou
,
Zhiming Fan
,
Zhaoxin Huan
,
Siyuan Li
,
Fanzhuang Meng
, Lei Liang,
Xiaolu Zhang
,
Jun Zhou
Unified Hallucination Detection for Multimodal Large Language Models
ACL 2024 ·
Xiang Chen
,
Chenxi Wang
,
Yida Xue
,
Ningyu Zhang
,
Xiaoyan Yang
,
Qiang Li
,
Yue Shen
, Lei Liang,
Jinjie Gu
,
Huajun Chen