Hongxia Xu
14 papers · 2024–2026 · 8 conferences · across top CS/AI conferences
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Conferences
ACL (4)
EMNLP (3)
AAAI (2)
ICCV (1)
ICLR (1)
MICCAI (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(3)
mixture of expert
(2)
knowledge distillation
(2)
representation learning
(2)
question answering
(1)
preference learning
(1)
anomaly detection
(1)
maximum mean discrepancy
(1)
ordinal regression
(1)
knowledge editing
(1)
medical imaging
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
multilingual processing
(1)
diverse sampling
(1)
wavelet transform
(1)
instruction tuning
(1)
model pruning
(1)
direct preference optimization
(1)
semi-supervised learning
(1)
Papers
WDT-MD: Wavelet Diffusion Transformers for Microaneurysm Detection in Fundus Images
AAAI 2026
ALEX:A Light Editing-knowledge Extractor
AAAI 2026
Learning What Matters: Dynamic Dimension Selection and Aggregation for Interpretable Vision-Language Reward Modeling
ACL 2026
Debate-of-Thoughts: Resolving Knowledge Conflicts in LLMs Through Internal Deliberation
ACL 2026
Icon2: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation
EMNLP 2025
LIFTED: Multimodal Clinical Trial Outcome Prediction via Large Language Models and Mixture-of-Experts
EMNLP 2025
OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM
ICCV 2025
Reason from Future: Reverse Thought Chain Enhances LLM Reasoning
ACL 2025
Uncertainty-Aware Multi-Expert Knowledge Distillation for Imbalanced Disease Grading
MICCAI 2025
From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs
ACL 2025
Making Pre-trained Language Models Great on Tabular Prediction
ICLR 2024
Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their Applications
EMNLP 2024
Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection
NIPS 2024
Mindβs Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models
NAACL 2024