Qitan Lv
6 papers · 2023–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Natural Language Processing
(4)
Core AI
(4)
Machine Learning
(3)
Resources & Methods
(3)
Deep Learning
(2)
Knowledge & Reasoning
(2)
Application Areas
(2)
Representation
(2)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
knowledge graph
(4)
text generation
(2)
large language model
(2)
question answering
(1)
explanation generation
(1)
model editing
(1)
graph construction
(1)
domain knowledge
(1)
bilevel optimization
(1)
supervised fine-tuning
(1)
domain expert
(1)
inference acceleration
(1)
speculative decoding
(1)
draft model
(1)
autoregressive decoding
(1)
subgraph representation
(1)
knowledge graph construction
(1)
retrieval-augmented language model
(1)
knowledge manipulation
(1)
graph neural network
(1)
Papers
Exploiting Edited Large Language Models as General Scientific Optimizers
NAACL 2025
Knowledge Graph Finetuning Enhances Knowledge Manipulation in Large Language Models
ICLR 2025
PEARL: Parallel Speculative Decoding with Adaptive Draft Length
ICLR 2025
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models
ICML 2024
SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graph
ACL 2024
Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction
NeurIPS 2023