Peng Fu
22 papers · 2020–2025 · 8 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+10 more ↓ Show less ↑
π Academic Marathon (5) π Interdisciplinary Bridge π Conference Polyglot (8) π§ Keyword Pioneer π Cross-Pollinator (12)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(67)
π
Keyword Champion
(2)
π€
Dynamic Duo
(21)
π
Trend Setter
β‘
Prolific Year
(6)
π
Century Club
(22)
ποΈ
Keyword Collector
(115)
π₯
Unstoppable
(6)
Conferences
ACL (7)
EMNLP (7)
AAAI (2)
IJCAI (2)
COLING (1)
IJCNLP (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
visual question answering
(7)
large language model
(6)
model compression
(6)
knowledge distillation
(4)
transfer learning
(3)
parameter-efficient fine-tuning
(3)
low-rank adaptation
(3)
multimodal learning
(3)
contrastive learning
(3)
model pruning
(3)
dataset bia
(2)
domain generalization
(2)
domain adaptation
(2)
feed-forward network
(2)
representation learning
(2)
pre-trained language model
(2)
neural network optimization
(2)
multi-task learning
(2)
question answering
(2)
neural network pruning
(2)
Papers
CBP-Tuning: Efficient Local Customization for Black-box Large Language Models
EMNLP 2025
Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models
ACL 2025
DIVE into MoE: Diversity-Enhanced Reconstruction of Large Language Models from Dense into Mixture-of-Experts
ACL 2025
BeamLoRA: Beam-Constraint Low-Rank Adaptation
ACL 2025
Multimodal Hypothetical Summary for Retrieval-based Multi-image Question Answering
AAAI 2025
Object Attribute Matters in Visual Question Answering
AAAI 2024
Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning
ACL 2024
Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension
ACL 2023
Compressing and Debiasing Vision-Language Pre-Trained Models for Visual Question Answering
EMNLP 2023
A Gradient Control Method for Backdoor Attacks on Parameter-Efficient Tuning
ACL 2023
Revisiting the Knowledge Injection Frameworks
EMNLP 2023
A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models
NIPS 2022
Target Really Matters: Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance Detection
COLING 2022
Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA
EMNLP 2022
Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning
EMNLP 2022
Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge
IJCAI 2022
Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training
NAACL 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
Check It Again:Progressive Visual Question Answering via Visual Entailment
IJCNLP 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