Hanlei Zhang
11 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (18) π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Keyword Champion (2)
π€
Dynamic Duo
(11)
ποΈ
Keyword Collector
(50)
π
Trend Setter
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Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(8)
Machine Learning
(8)
Natural Language Processing
(8)
Applications
(8)
Core AI
(8)
Learning Types Β· Machine Learning
(7)
Core Methods
(6)
Deep Learning
(4)
Learning Types Β· Deep Learning
(3)
Knowledge & Reasoning
(1)
Learning Paradigms
(1)
Models
(1)
Reasoning
(1)
Resources & Methods
(1)
Keywords
intent discovery
(4)
dialogue system
(4)
intent recognition
(3)
multimodal intent recognition
(2)
pairwise constraint
(2)
unsupervised learning
(2)
open intent classification
(2)
deep clustering
(1)
multimodal learning
(1)
contrastive learning
(1)
decision boundary
(1)
multimodal large language model
(1)
multi-turn dialogue
(1)
open-set recognition
(1)
sample selection
(1)
constrained clustering
(1)
k-means clustering
(1)
feature space
(1)
self-supervised clustering
(1)
cluster assignment
(1)
Papers
Ellipsoid-Based Decision Boundaries for Open Intent Classification
AAAI 2026
Evolutionary Multimodal Reasoning via Hierarchical Semantic Representation for Intent Recognition
CVPR 2026
LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition
EMNLP 2025
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations
ICLR 2024
Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition
AAAI 2024
Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances
ACL 2024
Deep Open Intent Classification with Adaptive Decision Boundary
AAAI 2021
Discovering New Intents with Deep Aligned Clustering
AAAI 2021
TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition
ACL 2021
Constrained Self-Supervised Clustering for Discovering New Intents (Student Abstract)
AAAI 2020
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement
AAAI 2020