Cong Xu
13 papers · 2017–2026 · 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 ↓+4 more ↓ Show less ↑
🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (39) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
🌈
Renaissance Researcher
(5)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
🗃️
Keyword Collector
(80)
Top co-authors
Research topics
Machine Learning
(10)
Deep Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types · Machine Learning
(5)
Application Areas
(4)
Data Science & Analytics
(3)
Natural Language Processing
(3)
Architectures
(3)
Core Methods
(3)
Optimization & Theory · Machine Learning
(3)
Applications
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Keywords
representation learning
(2)
large language model
(2)
multimodal fusion
(2)
multimodal learning
(2)
neural network optimization
(2)
embedding learning
(1)
information bottleneck
(1)
shortcut learning
(1)
video synthesis
(1)
collaborative filtering
(1)
self-supervised learning
(1)
sentiment analysis
(1)
sarcasm detection
(1)
video understanding
(1)
multimodal recommendation
(1)
deep learning
(1)
graph structure
(1)
computational efficiency
(1)
brain-computer interface
(1)
video generation
(1)
Papers
Conditional Information Bottleneck for Multimodal Fusion: Overcoming Shortcut Learning in Sarcasm Detection
AAAI 2026
DeMAC: Enhancing Multi-Agent Coordination with Dynamic DAG and Manager-Player Feedback
EMNLP 2025
DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation
ICCV 2025
STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation
AAAI 2025
SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation
ACL 2025
TimeStacker: A Novel Framework with Multilevel Observation for Capturing Nonstationary Patterns in Time Series Forecasting
ICML 2025
EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals
NeurIPS 2024
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution
NeurIPS 2024
Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline
NeurIPS 2024
Revisiting Representation Degeneration Problem in Language Modeling
EMNLP 2020
Iron: Isolating Network-based CPU in Container Environments
NSDI 2018
Coordinating Filters for Faster Deep Neural Networks
ICCV 2017
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning
NeurIPS 2017