← Authors

Xiaotong Zhang

24 papers · 2015–2025 · 9 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (10) 🌈 Renaissance Researcher (5) 🐝 Cross-Pollinator (7) πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (9) 🀝 Dynamic Duo (22) πŸ—ƒοΈ Keyword Collector (117) ⚑ Prolific Year (5) πŸ’Ž Century Club (24)

Conferences

AAAI (6) IJCAI (5) EMNLP (4) ACL (2) CVPR (2) NAACL (2) IJCNLP (1) INTERSPEECH (1) NIPS (1)

Top co-authors

Han Liu (22) Xianchao Zhang (12) Feng Zhang (10) Hong Yu (10) Fenglong Ma (8) Hongyang Chen (7) Xiao-ming Wu (6) Qimai LI (6) Wei Wang (5) Siyang Zhao (3)

Keywords

few-shot learning (5) text classification (4) zero-shot learning (4) dialogue system (4) contrastive learning (4) capsule network (3) black-box attack (3) intent classification (3) multi-label classification (3) semantic capsule (2) word substitution (2) adversarial attack (2) semantic similarity (2) zero-shot intent classification (2) prototype learning (2) query efficiency (2) intent detection (2) representation learning (2) unsupervised clustering (1) label propagation (1)

Papers

Pairwise Prompt-Based Tuning with Parameter Efficient Fast Adaptation for Generalized Zero-Shot Intent Detection NAACL 2025
Improving Clustering with Positive Pairs Generated from LLM-Driven Labels EMNLP 2025
Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning AAAI 2025
SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification NAACL 2025
AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection ACL 2025
Depression Detection via Capsule Networks with Contrastive Learning AAAI 2024
A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection EMNLP 2024
Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing AAAI 2024
A Goal Interaction Graph Planning Framework for Conversational Recommendation AAAI 2024
HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text NIPS 2023
Boosting Few-Shot Text Classification via Distribution Estimation AAAI 2023
SSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial Attack AAAI 2023
Boosting Decision-Based Black-Box Adversarial Attack with Gradient Priors IJCAI 2023
Posterior Promoted GAN With Distribution Discriminator for Unsupervised Image Synthesis CVPR 2021
An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling EMNLP 2021
Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification ACL 2020
Attributed Graph Clustering via Adaptive Graph Convolution IJCAI 2019
Reconstructing Capsule Networks for Zero-shot Intent Classification EMNLP 2019
Reconstructing Capsule Networks for Zero-shot Intent Classification IJCNLP 2019
Label Efficient Semi-Supervised Learning via Graph Filtering CVPR 2019
Multi-Task Clustering with Model Relation Learning IJCAI 2018
Imbalance Learning-based Framework for Fear Recognition in the MediaEval Emotional Impact of Movies Task INTERSPEECH 2018
Self-Adapted Multi-Task Clustering IJCAI 2016
Multi-Task Multi-View Clustering for Non-Negative Data IJCAI 2015