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

Frequent coauthors

Yushan Zhu
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Zhiqiang Liu
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Yichi Zhang
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Hui Wang
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Honghao Gui
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Yunfan Gao
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Kangwei Liu
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Jun Xu
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Zairun Yang
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Yinuo Jiang
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Yuqi Zhu
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Wenlong Wu
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Papers

  1. C3Flow: SIMD-Style Concurrent Claude Code Workflow for Scaling Deep Research
    SIGIR 2026 ·
    Yunfan Gao
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  2. LookAhead Tuning: Safer Language Models via Partial Answer Previews
    WSDM 2026 ·
    Kangwei Liu
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  3. Self-Correction Distillation for Structured Data Question Answering
    AAAI 2026 ·
    Yushan Zhu
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  4. Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction
    AAAI 2026 ·
    Jun Xu
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  5. UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction
    AAAI 2026 ·
    Zhiqiang Liu
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  6. Client-Server Co-design with Multi-modal Codebooks Makes Better and Faster Federate Knowledge Sharing
    ACM MM 2025 ·
    Yichi Zhang
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  7. Croppable Knowledge Graph Embedding
    ACL 2025 ·
    Yushan Zhu
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  8. EventRAG: Enhancing LLM Generation with Event Knowledge Graphs
    ACL 2025 ·
    Zairun Yang
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  9. Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
    ACL 2025 ·
    Yichi Zhang
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  10. HiMoLE: Towards OOD-Robust LoRA via Hierarchical Mixture of Experts
    NeurIPS 2025 ·
    Yinuo Jiang
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  11. High Performance or Low Memory? An Updatable Learned Index Framework for Time-Space Tradeoff
    SIGMOD 2025 ·
    Hui Wang
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  12. KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation
    WWW 2025 · Lei Liang
  13. KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
    NAACL 2025 ·
    Yuqi Zhu
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  14. MultiRAG: A Knowledge-Guided Framework for Mitigating Hallucination in Multi-Source Retrieval Augmented Generation
    ICDE 2025 ·
    Wenlong Wu
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  15. OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
    WWW 2025 ·
    Yujie Luo
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  16. RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
    EMNLP 2025 ·
    Zhaoyan Gong
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  17. Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
    WWW 2025 ·
    Zhouyu Jiang
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  18. SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs
    EMNLP 2025 ·
    Zhiqiang Liu
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  19. ShapeShifter: Workload-Aware Adaptive Evolving Index Structures Based on Learned Models
    WWW 2025 ·
    Hui Wang
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  20. TrustUQA: A Trustful Framework for Unified Structured Data Question Answering
    AAAI 2025 ·
    Wen Zhang
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  21. AntDT: A Self-Adaptive Distributed Training Framework for Leader and Straggler Nodes
    ICDE 2024 ·
    Youshao Xiao
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  22. Editing Conceptual Knowledge for Large Language Models
    EMNLP 2024 ·
    Xiaohan Wang
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  23. Efficient and Effective Anchored Densest Subgraph Search: A Convex-programming based Approach
    SIGKDD 2024 ·
    Xiaowei Ye
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  24. IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus
    ACL 2024 ·
    Honghao Gui
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  25. InBox: Recommendation with Knowledge Graph using Interest Box Embedding
    VLDB 2024 ·
    Zezhong Xu
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  26. InstructIE: A Bilingual Instruction-based Information Extraction Dataset
    ISWC 2024 ·
    Honghao Gui
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  27. KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection
    VLDB 2024 ·
    Peng Yi
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  28. OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
    VLDB 2024 ·
    Ningyu Zhang
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  29. OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
    EMNLP 2024 ·
    Jintian Zhang
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  30. Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models
    NeurIPS 2024 ·
    Hanxiao Zhang
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  31. Unified Hallucination Detection for Multimodal Large Language Models
    ACL 2024 ·
    Xiang Chen
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