Xike Xie
17 papers · 2018–2026 · 7 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
Jump to papers ↓+5 more ↓ Show less ↑
π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (57)
ποΈ
Keyword Collector
(95)
π
Trend Setter
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(7)
Top co-authors
Research topics
Deep Learning
(10)
Machine Learning
(10)
Artificial Intelligence
(7)
Application Areas
(7)
Core AI
(7)
Learning Types Β· Machine Learning
(7)
Learning Types Β· Deep Learning
(6)
Core Methods
(5)
Natural Language Processing
(4)
Computer Vision
(3)
Data Science & Analytics
(3)
Mathematics & Optimization
(3)
Analysis
(3)
Architectures
(3)
Methods
(3)
Keywords
retrieval-augmented generation
(3)
knowledge graph
(3)
semantic segmentation
(2)
optimal transport
(2)
out-of-distribution detection
(2)
large language model
(2)
continual learning
(2)
neural data structure
(2)
continual semantic segmentation
(2)
prototype learning
(1)
incremental learning
(1)
natural language inference
(1)
text-to-image generation
(1)
prompt learning
(1)
multi-task learning
(1)
knowledge distillation
(1)
graph embedding
(1)
noisy label learning
(1)
semi-supervised learning
(1)
label noise
(1)
Papers
KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering
ACL 2026
REAL: REtrieval-reAsoning and Logic-constructed Attention Behaviors for Long-Context KV Cache Compression
ACL 2026
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs
ACL 2025
GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding
ACL 2025
Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams
ICML 2025
Prototype-based Optimal Transport for Out-of-Distribution Detection
IJCAI 2025
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context
EMNLP 2025
Attacks on Continual Semantic Segmentation by Perturbing Incremental Samples
AAAI 2024
Mayfly: a Neural Data Structure for Graph Stream Summarization
ICLR 2024
Partial Optimal Transport Based Out-of-Distribution Detection for Open-Set Semi-Supervised Learning
IJCAI 2024
Prompt Learning with Extended Kalman Filter for Pre-trained Language Models
IJCAI 2024
TIKP: Text-to-Image Knowledge Preservation for Continual Semantic Segmentation
AAAI 2024
Meta-Sketch: A Neural Data Structure for Estimating Item Frequencies of Data Streams
AAAI 2023
OT-Filter: An Optimal Transport Filter for Learning With Noisy Labels
CVPR 2023
Inductive Link Prediction for Nodes Having Only Attribute Information
IJCAI 2020
RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework
AAAI 2020
Real-time Traffic Pattern Analysis and Inference with Sparse Video Surveillance Information
IJCAI 2018