Feng Xia
24 papers · 2019–2026 · 11 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 ↑
🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Gold 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (52)
🧬
Topic Evolution
🗃️
Keyword Collector
(126)
💎
Century Club · Bronze
⚡
Prolific Year · Productive
🌈
Renaissance Researcher
(9)
Venues
Top co-authors
Research topics
Machine Learning
(14)
Artificial Intelligence
(12)
Core AI
(11)
Learning Types
(9)
Deep Learning
(7)
Natural Language Processing
(6)
Application Areas
(6)
Core Methods
(6)
Architectures
(4)
Resources & Methods
(4)
Data Science & Analytics
(3)
Applications · Data Science & Analytics
(3)
Applications · Natural Language Processing
(3)
Computer Vision
(2)
Interdisciplinary
(2)
Keywords
graph neural network
(4)
large language model
(3)
graph transformer
(2)
causal inference
(2)
fairness-aware learning
(2)
attention mechanism
(2)
metaphor detection
(2)
representation learning
(2)
recommender system
(2)
sentiment analysis
(2)
multimodal learning
(2)
collaborative filtering
(1)
zero-shot learning
(1)
curriculum learning
(1)
text classification
(1)
continual learning
(1)
neural network pruning
(1)
humor detection
(1)
transfer learning
(1)
text generation
(1)
Papers
Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought
EACL 2026
Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models
AAAI 2026
MetaGPT: A Large Vision-Language Model for Meme Metaphor Understanding
AAAI 2026
Please refuse to answer me! Mitigating Over-Refusal in Large Language Models via Adaptive Contrastive Decoding
ACL 2026
Synthetic Forgetting Without Access: A Few-Shot Zero-Glance Framework for Machine Unlearning
AAAI 2026
Biologically Plausible Brain Graph Transformer
ICLR 2025
Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors
ACL 2025
EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos
IJCAI 2025
Factor Graph-based Interpretable Neural Networks
ICLR 2025
FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning
AAAI 2025
Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection
Interspeech 2025
SpeechHGT: A Multimodal Hypergraph Transformer for Speech-Based Early Alzheimer’s Disease Detection
IJCAI 2025
Teaching Large Language Models Number-Focused Headline Generation With Key Element Rationales
NAACL 2025
TrackAny3D: Transferring Pretrained 3D Models for Category-unified 3D Point Cloud Tracking
ICCV 2025
Beyond Linguistic Cues: Fine-grained Conversational Emotion Recognition via Belief-Desire Modelling
COLING 2024
Enhancing Length Generalization for Attention Based Knowledge Tracing Models with Linear Biases
IJCAI 2024
FairGT: A Fairness-aware Graph Transformer
IJCAI 2024
Long-range Brain Graph Transformer
NeurIPS 2024
Pruning Pre-trained Language Models Without Fine-Tuning
ACL 2023
Curriculum Disentangled Recommendation with Noisy Multi-feedback
NeurIPS 2021
Hierarchical Reinforcement Learning for Integrated Recommendation
AAAI 2021
Deep Feedback Network for Recommendation
IJCAI 2020
Graduate Employment Prediction with Bias
AAAI 2020
Telling the Whole Story: A Manually Annotated Chinese Dataset for the Analysis of Humor in Jokes
EMNLP 2019