Peng Fu
22 papers · 2020–2026 · 8 venues · across top CS/AI venues
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large language model
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visual question answering
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model compression
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knowledge distillation
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transfer learning
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parameter-efficient fine-tuning
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low-rank adaptation
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multimodal learning
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multi-task learning
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question answering
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Papers
Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding
CVPR 2026
Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models
ACL 2025
BeamLoRA: Beam-Constraint Low-Rank Adaptation
ACL 2025
CBP-Tuning: Efficient Local Customization for Black-box Large Language Models
EMNLP 2025
DIVE into MoE: Diversity-Enhanced Reconstruction of Large Language Models from Dense into Mixture-of-Experts
ACL 2025
Multimodal Hypothetical Summary for Retrieval-based Multi-image Question Answering
AAAI 2025
Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning
ACL 2024
Object Attribute Matters in Visual Question Answering
AAAI 2024
A Gradient Control Method for Backdoor Attacks on Parameter-Efficient Tuning
ACL 2023
Compressing and Debiasing Vision-Language Pre-Trained Models for Visual Question Answering
EMNLP 2023
Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension
ACL 2023
Revisiting the Knowledge Injection Frameworks
EMNLP 2023
A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models
NeurIPS 2022
Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA
EMNLP 2022
Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training
NAACL 2022
Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge
IJCAI 2022
Target Really Matters: Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance Detection
COLING 2022
Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning
EMNLP 2022
Check It Again:Progressive Visual Question Answering via Visual Entailment
ACL 2021
Learning Class-Transductive Intent Representations for Zero-shot Intent Detection
IJCAI 2021
Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge
EMNLP 2021
Modeling Intra and Inter-modality Incongruity for Multi-Modal Sarcasm Detection
EMNLP 2020