Feng Zhang

Most-cited papers

SSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial Attack
Han Liu, Zhi Xu, Xiaotong Zhang, Xiaoming Xu +5 more
2023AAAI Conference on Artificial Intelligence34 citations Open access
Semantic Scholar
Label-enhanced Prototypical Network with Contrastive Learning for Multi-label Few-shot Aspect Category Detection
Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao +3 more
2022Knowledge Discovery and Data Mining33 citations Open access
Semantic Scholar
HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text
Han Liu, Zhi Xu, Xiaotong Zhang, Feng Zhang +4 more
2024Neural Information Processing Systems32 citations
Semantic Scholar
Boosting Few-Shot Text Classification via Distribution Estimation
Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao +5 more
2023AAAI Conference on Artificial Intelligence22 citations Open access
Semantic Scholar
An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling
Han Liu, Feng Zhang, Xiaotong Zhang, Siyan Zhao +1 more
2021Conference on Empirical Methods in Natural Language Processing22 citations Open access
Semantic Scholar
Depression Detection via Capsule Networks with Contrastive Learning
Han Liu, Changya Li, Xiaotong Zhang, Feng Zhang +5 more
2024AAAI Conference on Artificial Intelligence20 citations Open access
Semantic Scholar
A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism
Han Liu, Siyang Zhao, Xiaotong Zhang, Feng Zhang +3 more
2022Annual International ACM SIGIR Conference on Research and Development in Information Retrieval13 citations Open access
Semantic Scholar
Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing
Han Liu, Siyang Zhao, Xiaotong Zhang, Feng Zhang +5 more
2024AAAI Conference on Artificial Intelligence11 citations Open access
Semantic Scholar
Dual Class Knowledge Propagation Network for Multi-label Few-shot Intent Detection
Feng Zhang, Wei Chen, Fei Ding, Teng-Jiao Wang
2023Annual Meeting of the Association for Computational Linguistics10 citations Open access
Semantic Scholar
SEPTQ: A Simple and Effective Post-Training Quantization Paradigm for Large Language Models
Han Liu, Haotian Gao, Xiaotong Zhang, Changya Li +4 more
2025Knowledge Discovery and Data Mining7 citations Open access
Semantic Scholar
Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning
Han Liu, Yuanyuan Wang, Xiaotong Zhang, Feng Zhang +3 more
2025AAAI Conference on Artificial Intelligence4 citations Open access
Semantic Scholar
SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification
Han Liu, Shuqin Li, Xiaotong Zhang, Yuanyuan Wang +3 more
2025North American Chapter of the Association for Computational Linguistics2 citations Open access
Semantic Scholar
AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection
Han Liu, Changya Li, Xiaotong Zhang, Feng Zhang +3 more
2025Annual Meeting of the Association for Computational Linguistics0 citations Open access
Semantic Scholar