Wenpeng Hu
21 papers · 2016–2026 · 8 venues · across top CS/AI venues
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Achievements
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Dynamic Duo
(11)
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Topic Evolution
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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The Questioner
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Prolific Year Β· Productive
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(111)
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Research topics
Machine Learning
(15)
Deep Learning
(13)
Learning Types Β· Deep Learning
(11)
Natural Language Processing
(10)
Learning Types Β· Machine Learning
(9)
Core Methods
(8)
Artificial Intelligence
(6)
Generation
(6)
Application Areas
(5)
Applications
(4)
Core AI
(4)
Models
(4)
Architectures
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Keywords
catastrophic forgetting
(5)
continual learning
(3)
representation learning
(3)
knowledge transfer
(2)
dialogue generation
(2)
knowledge distillation
(2)
transfer learning
(2)
dialogue system
(2)
one-class learning
(2)
large language model
(2)
feature learning
(1)
sparse representation
(1)
visual question answering
(1)
text classification
(1)
semi-supervised learning
(1)
image classification
(1)
natural language processing
(1)
neural machine translation
(1)
anomaly detection
(1)
chain-of-thought reasoning
(1)
Papers
CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning
AAAI 2026
IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking
ACL 2026
AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation
CVPR 2025
Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models
ACL 2025
Improved Training of Deep Text Clustering
EMNLP 2023
Adaptive Orthogonal Projection for Batch and Online Continual Learning
AAAI 2022
BNS: Building Network Structures Dynamically for Continual Learning
NeurIPS 2021
Continual Learning by Using Information of Each Class Holistically
AAAI 2021
Predictive Adversarial Learning from Positive and Unlabeled Data
AAAI 2021
Feature Projection for Improved Text Classification
ACL 2020
HRN: A Holistic Approach to One Class Learning
NeurIPS 2020
Transformation of Dense and Sparse Text Representations
COLING 2020
Translation vs. Dialogue: A Comparative Analysis of Sequence-to-Sequence Modeling
COLING 2020
Using the Past Knowledge to Improve Sentiment Classification
EMNLP 2020
GSN: A Graph-Structured Network for Multi-Party Dialogues
IJCAI 2019
Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders
EMNLP 2019
One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues
ACL 2019
Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation
ICLR 2019
Who Is Speaking to Whom? Learning to Identify Utterance Addressee in Multi-Party Conversations
EMNLP 2019
Neural System Combination for Machine Translation
ACL 2017
Different Contexts Lead to Different Word Embeddings
COLING 2016