Jianfeng He
23 papers · 2017–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (8) π Academic Marathon (8) πΊοΈ Taxonomy Completionist (50)
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Keyword Pioneer
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Conference Polyglot
(8)
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Prolific Year
(7)
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Century Club
(22)
β
The Questioner
(2)
π
Trend Setter
π₯
Unstoppable
(6)
ποΈ
Keyword Collector
(109)
Conferences
EMNLP (5)
NAACL (5)
CVPR (4)
ACL (2)
EACL (2)
ICCV (2)
IJCAI (2)
ECCV (1)
Top co-authors
Keywords
uncertainty estimation
(5)
text summarization
(3)
large language model
(3)
transformer architecture
(2)
point cloud
(2)
text classification
(2)
person re-identification
(2)
named entity recognition
(2)
abstractive summarization
(2)
semi-supervised learning
(2)
multimodal learning
(2)
sentiment analysis
(1)
metric learning
(1)
feature extraction
(1)
ensemble learning
(1)
image segmentation
(1)
domain adaptation
(1)
attention mechanism
(1)
risk management
(1)
zero-shot learning
(1)
Papers
Active Generalized Category Discovery with Diverse LLM Feedback
EACL 2026
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation
NAACL 2025
MDSEval: A Meta-Evaluation Benchmark for Multimodal Dialogue Summarization
EMNLP 2025
InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States
EMNLP 2024
Donβt Go To Extremes: Revealing the Excessive Sensitivity and Calibration Limitations of LLMs in Implicit Hate Speech Detection
ACL 2024
Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training
EACL 2024
Can We Trust the Performance Evaluation of Uncertainty Estimation Methods in Text Summarization?
EMNLP 2024
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection
NAACL 2024
AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction
NAACL 2024
Uncertainty Estimation on Sequential Labeling via Uncertainty Transmission
NAACL 2024
SE-ORNet: Self-Ensembling Orientation-Aware Network for Unsupervised Point Cloud Shape Correspondence
CVPR 2023
TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation
ACL 2023
Adaptive Spot-Guided Transformer for Consistent Local Feature Matching
CVPR 2023
Foreground-Background Distribution Modeling Transformer for Visual Object Tracking
ICCV 2023
Query Refinement Transformer for 3D Instance Segmentation
ICCV 2023
D2Former: Jointly Learning Hierarchical Detectors and Contextual Descriptors via Agent-Based Transformers
CVPR 2023
LANS: Large-scale Arabic News Summarization Corpus
EMNLP 2023
Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels
NAACL 2022
Cross-Domain Few-Shot Semantic Segmentation
ECCV 2022
Weakening the Influence of Clothing: Universal Clothing Attribute Disentanglement for Person Re-Identification
IJCAI 2022
Diverse Part Discovery: Occluded Person Re-Identification With Part-Aware Transformer
CVPR 2021
Towards More Accurate Uncertainty Estimation In Text Classification
EMNLP 2020
Adaptively Unified Semi-supervised Learning for Cross-Modal Retrieval
IJCAI 2017