conftrace_

Peng Fu

22 papers · 2020–2025 · 8 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ πŸƒ Academic Marathon (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12)
🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (67) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (21) πŸ“ˆ Trend Setter ⚑ Prolific Year (6) πŸ’Ž Century Club (22) πŸ—ƒοΈ Keyword Collector (115) πŸ”₯ Unstoppable (6)

Conferences

ACL (7) EMNLP (7) AAAI (2) IJCAI (2) COLING (1) IJCNLP (1) NAACL (1) NIPS (1)

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