Mengqi Zhang
16 papers · 2019–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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(7)
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Keyword Collector
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Top co-authors
Research topics
Deep Learning
(8)
Artificial Intelligence
(7)
Machine Learning
(7)
Natural Language Processing
(6)
Core AI
(6)
Resources & Methods
(5)
Learning Types
(4)
Models
(4)
Computer Vision
(3)
Knowledge & Reasoning
(3)
Application Areas
(3)
Generation
(3)
Representation
(3)
Computer Science
(2)
Mathematics & Optimization
(2)
Keywords
large language model
(5)
temporal knowledge graph
(2)
model editing
(2)
knowledge graph reasoning
(2)
knowledge editing
(2)
image synthesis
(2)
diffusion model
(2)
multi-hop reasoning
(2)
path planning
(1)
knowledge distillation
(1)
image generation
(1)
3d reconstruction
(1)
in-context learning
(1)
knowledge representation
(1)
context-aware learning
(1)
self-supervised learning
(1)
link prediction
(1)
instruction following
(1)
document retrieval
(1)
game theory
(1)
Papers
Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse
ACL 2026
ExcluIR: Exclusionary Neural Information Retrieval
AAAI 2025
KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing
EMNLP 2025
UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets
EMNLP 2025
Uncovering Overfitting in Large Language Model Editing
ICLR 2025
HOIDiffusion: Generating Realistic 3D Hand-Object Interaction Data
CVPR 2024
Knowledge Graph Enhanced Large Language Model Editing
EMNLP 2024
MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning
ACL 2024
MeshFormer : High-Quality Mesh Generation with 3D-Guided Reconstruction Model
NeurIPS 2024
Patched Denoising Diffusion Models For High-Resolution Image Synthesis
ICLR 2024
Self-Supervised Position Debiasing for Large Language Models
ACL 2024
Context-Aware Deep Reinforcement Learning for Autonomous Robotic Navigation in Unknown Area
CoRL 2023
Learning Latent Relations for Temporal Knowledge Graph Reasoning
ACL 2023
MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning
EMNLP 2022
Budgeted Facility Location Games with Strategic Facilities
IJCAI 2020
Pivotal Relationship Identification: The K-Truss Minimization Problem
IJCAI 2019