Lei Liang
26 papers · 2024–2026 · 7 conferences · across top CS/AI conferences
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Conferences
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COLING (2)
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NAACL (1)
NIPS (1)
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Keywords
large language model
(11)
question answering
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knowledge graph
(5)
knowledge graph completion
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prompt engineering
(2)
text generation
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structured datum
(2)
information extraction
(2)
reinforcement learning
(2)
modality fusion
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benchmark evaluation
(2)
instruction tuning
(2)
multi-hop reasoning
(2)
knowledge editing
(1)
knowledge distillation
(1)
link prediction
(1)
self-supervised learning
(1)
logical reasoning
(1)
zero-shot learning
(1)
transformer architecture
(1)
Papers
Self-Correction Distillation for Structured Data Question Answering
AAAI 2026
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction
AAAI 2026
Sparse-RL: Breaking the Memory Wall in LLM Reinforcement Learning via Stable Sparse Rollouts
ACL 2026
Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion
ACL 2026
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning
ACL 2026
Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations
ACL 2026
Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction
AAAI 2026
SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs
EMNLP 2025
Logic-Thinker: Teaching Large Language Models to Think more Logically.
EMNLP 2025
When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning
ICCV 2025
SkySense V2: A Unified Foundation Model for Multi-modal Remote Sensing
ICCV 2025
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
NAACL 2025
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
EMNLP 2025
Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis
AAAI 2025
TrustUQA: A Trustful Framework for Unified Structured Data Question Answering
AAAI 2025
Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
ACL 2025
Croppable Knowledge Graph Embedding
ACL 2025
EventRAG: Enhancing LLM Generation with Event Knowledge Graphs
ACL 2025
RiOT: Efficient Prompt Refinement with Residual Optimization Tree
ACL 2025
Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models
NIPS 2024
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
EMNLP 2024
Editing Conceptual Knowledge for Large Language Models
EMNLP 2024
Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion
COLING 2024
Prompt-fused Framework for Inductive Logical Query Answering
COLING 2024
IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus
ACL 2024
Unified Hallucination Detection for Multimodal Large Language Models
ACL 2024