← Authors

Guilin Qi

42 papers · 2018–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (3) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (75) 🧬 Topic Evolution πŸ† Keyword Champion πŸ† Grand Slam 🀝 Dynamic Duo (16) πŸ’Ž Century Club (39) πŸ—ƒοΈ Keyword Collector (171) πŸ”₯ Unstoppable (6) ❓ The Questioner (3) ⚑ Prolific Year (5)

Conferences

AAAI (9) ACL (7) EMNLP (7) COLING (6) IJCAI (5) NAACL (3) NIPS (2) ICLR (1) ICML (1) IJCNLP (1)

Top co-authors

Yongrui Chen (17) Sheng Bi (12) Yuan-Fang Li (11) Tongtong Wu (10) Gholamreza Haffari (7) Jiaqi Li (7) Nan Hu (6) Miaozeng Du (5) Xinnan Guo (5) Shirong Shen (5)

Keywords

large language model (9) few-shot learning (5) knowledge graph (4) multimodal large language model (4) contrastive learning (3) instruction tuning (3) knowledge base (3) knowledge editing (3) question answering (3) question generation (3) continual learning (3) graph neural network (3) reinforcement learning (2) language model (2) multimodal learning (2) machine unlearning (2) catastrophic forgetting (2) self-supervised learning (2) retrieval augmented generation (2) relation extraction (2)

Papers

TaxReasoning: Benchmarking Knowledge-Intensive Mathematical Reasoning with Evolving Tax Laws AAAI 2026
CΒ³TG: Conflict-aware, Composite, and Collaborative Controlled Text Generation AAAI 2026
Forget What Has Seen: Selective Concept Unlearning in Segmentation Foundation Models AAAI 2026
TEF: Causality-Aware Taxonomy Expansion via Front-Door Criterion COLING 2025
Open-World Attribute Mining for E-Commerce Products with Multimodal Self-Correction Instruction Tuning ACL 2025
Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs ACL 2025
Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths ACL 2025
Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models ACL 2025
LLM4VKG: Leveraging Large Language Models for Virtual Knowledge Graph Construction IJCAI 2025
Peripheral Memory for LLMs: Integration of Sequential Memory Banks with Adaptive Querying ICML 2025
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM COLING 2025
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers NAACL 2025
HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding AAAI 2025
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering EMNLP 2024
DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping NAACL 2024
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models NIPS 2024
PRIMO: Progressive Induction for Multi-hop Open Rule Generation COLING 2024
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data NAACL 2024
Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study EMNLP 2024
MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing ACL 2024
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing NIPS 2023
Learn from Yesterday: A Semi-supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams AAAI 2023
CoMave: Contrastive Pre-training with Multi-scale Masking for Attribute Value Extraction ACL 2023
Three Stream Based Multi-level Event Contrastive Learning for Text-Video Event Extraction EMNLP 2023
TabPrompt: Graph-based Pre-training and Prompting for Few-shot Table Understanding EMNLP 2023
Event Causality Identification via Derivative Prompt Joint Learning COLING 2022
Improving Few-Shot Text-to-SQL with Meta Self-Training via Column Specificity IJCAI 2022
Towards relation extraction from speech EMNLP 2022
Pretrained Language Model in Continual Learning: A Comparative Study ICLR 2022
Towards Balanced Defect Prediction with Better Information Propagation AAAI 2021
Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model EMNLP 2021
Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection IJCNLP 2021
Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection ACL 2021
Curriculum-Meta Learning for Order-Robust Continual Relation Extraction AAAI 2021
Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning AAAI 2021
Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning IJCAI 2020
Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism COLING 2020
One-Shot Learning for Long-Tail Visual Relation Detection AAAI 2020
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning EMNLP 2020
Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base IJCAI 2020
Knowledge-enriched, Type-constrained and Grammar-guided Question Generation over Knowledge Bases COLING 2020
Fine-grained Image Classification by Visual-Semantic Embedding IJCAI 2018