Xikun Zhang
13 papers · 2020–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
π
Renaissance Researcher
(6)
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The Questioner
π
Century Club Β· Bronze
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Research topics
Artificial Intelligence
(8)
Core AI
(8)
Deep Learning
(6)
Natural Language Processing
(5)
Machine Learning
(4)
Architectures
(4)
Resources & Methods
(4)
Learning Types
(3)
Computer Vision
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Analysis
(1)
Applications
(1)
Core Methods
(1)
Keywords
large language model
(4)
graph neural network
(4)
commonsense reasoning
(2)
multimodal large language model
(2)
pre-trained language model
(2)
question answering
(2)
knowledge graph
(2)
transfer learning
(1)
policy optimization
(1)
continual learning
(1)
natural language generation
(1)
prompt engineering
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
self-supervised learning
(1)
action recognition
(1)
class-incremental learning
(1)
video understanding
(1)
human pose estimation
(1)
graph classification
(1)
Papers
Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought
EACL 2026
Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues
EMNLP 2025
Learning system dynamics without forgetting
ICLR 2025
MMReason: An Open-Ended Multi-Modal Multi-Step Reasoning Benchmark for MLLMs Toward AGI
ICCV 2025
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization
ICCV 2025
Empowering Time Series Analysis with Large Language Models: A Survey
IJCAI 2024
CGLB: Benchmark Tasks for Continual Graph Learning
NeurIPS 2022
CLEVRER-Humans: Describing Physical and Causal Events the Human Way
NeurIPS 2022
Deep Bidirectional Language-Knowledge Graph Pretraining
NeurIPS 2022
GreaseLM: Graph REASoning Enhanced Language Models
ICLR 2022
Context Aware Graph Convolution for Skeleton-Based Action Recognition
CVPR 2020
Do Language Embeddings capture Scales?
EMNLP 2020
On Dropping Clusters to Regularize Graph Convolutional Neural Networks
ECCV 2020