Hongwei Du
5 papers · 2021–2025 · 4 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
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(3)
Natural Language Processing
(3)
Generation · Natural Language Processing
(3)
Deep Learning
(2)
Application Areas
(2)
Architectures
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Analysis
(1)
Core AI
(1)
Core Methods
(1)
Generation · Computer Vision
(1)
Optimization & Theory
(1)
Keywords
multimodal learning
(2)
catastrophic forgetting
(1)
text generation
(1)
text representation
(1)
model merging
(1)
latent variable
(1)
salient object detection
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
mixture of expert
(1)
structural causal model
(1)
pre-trained language model
(1)
table understanding
(1)
causal intervention
(1)
document embedding
(1)
encoder-decoder architecture
(1)
cross-modal fusion
(1)
counterfactual generation
(1)
abstractive summarization
(1)
self-organizing map
(1)
Papers
SLIM: Let LLM Learn More and Forget Less with Soft LoRA and Identity Mixture
NAACL 2025
Beyond What If: Advancing Counterfactual Text Generation with Structural Causal Modeling
IJCAI 2024
Beyond Pure Text: Summarizing Financial Reports Based on Both Textual and Tabular Data
IJCAI 2023
Building the Directed Semantic Graph for Coherent Long Text Generation
EMNLP 2021
RGB-D Salient Object Detection via 3D Convolutional Neural Networks
AAAI 2021