Lei Liang
26 papers · 2024–2026 · 7 venues · across top CS/AI venues
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large language model
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question answering
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knowledge graph
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knowledge graph completion
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information extraction
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benchmark evaluation
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modality fusion
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multimodal learning
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retrieval-augmented generation
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multi-hop reasoning
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text generation
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instruction tuning
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structured data
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prompt engineering
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reinforcement learning
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temporal reasoning
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knowledge editing
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knowledge distillation
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self-supervised learning
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link prediction
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Papers
Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion
ACL 2026
Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations
ACL 2026
Self-Correction Distillation for Structured Data Question Answering
AAAI 2026
Sparse-RL: Breaking the Memory Wall in LLM Reinforcement Learning via Stable Sparse Rollouts
ACL 2026
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning
ACL 2026
Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction
AAAI 2026
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction
AAAI 2026
Croppable Knowledge Graph Embedding
ACL 2025
EventRAG: Enhancing LLM Generation with Event Knowledge Graphs
ACL 2025
Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
ACL 2025
Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis
AAAI 2025
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
NAACL 2025
Logic-Thinker: Teaching Large Language Models to Think more Logically.
EMNLP 2025
RiOT: Efficient Prompt Refinement with Residual Optimization Tree
ACL 2025
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
EMNLP 2025
SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs
EMNLP 2025
SkySense V2: A Unified Foundation Model for Multi-modal Remote Sensing
ICCV 2025
TrustUQA: A Trustful Framework for Unified Structured Data Question Answering
AAAI 2025
When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning
ICCV 2025
Editing Conceptual Knowledge for Large Language Models
EMNLP 2024
IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus
ACL 2024
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
EMNLP 2024
Prompt-fused Framework for Inductive Logical Query Answering
COLING 2024
Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models
NeurIPS 2024
Unified Hallucination Detection for Multimodal Large Language Models
ACL 2024
Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion
COLING 2024