Haojin Yang

Hasso Plattner Institute — Germany

Computer Science · Physical Sciences

28h-index2.3kcitations120works4.12yr avg
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Research Topics

Video Analysis and Summarization(27), Advanced Neural Network Applications(24), Advanced Image and Video Retrieval Techniques(24), Image Retrieval and Classification Techniques(16), Handwritten Text Recognition Techniques(15)

Publications120 total

Leveraging Large-Scale Data for Efficient Low-Bit CUTLASS GEMM Optimization via Neural Networks
Big Data Mining and Analytics·2026Open Access
Image Tokens Matter: Mitigating Hallucination in Discrete Tokenizer-based Large Vision-Language Models via Latent Editing
arXiv (Cornell University)·2025Open Access
Data Pruning Can Do More: A Comprehensive Data Pruning Approach for\n Object Re-identification
arXiv (Cornell University)·2024· 2 citedOpen Access
Low-bit CUTLASS GEMM Template Auto-tuning using Neural Network
2024· 1 cited
Enhancing Optimization Robustness in 1-Bit Neural Networks Through Stochastic Sign Descent
Lecture notes in computer science·2024· 1 cited
A new approach to multiaxial fatigue life prediction: A multi-dimensional multi-scale composite neural network with multi-depth
Engineering Fracture Mechanics·2024· 6 cited
Otem-IGCD: An Optimal Transport-based EM Framework for Imbalanced Generalized Category Discovery
2024· 1 cited
SeCoKD: Aligning Large Language Models for In-Context Learning with Fewer Shots
arXiv (Cornell University)·2024Open Access
An artificial neural network method for probabilistic life prediction of corroded reinforced concrete
International Journal of Fatigue·2024· 18 cited
Feature Distribution Shift Mitigation with Contrastive Pretraining for Intrusion Detection
2024· 3 cited
Anomaly detection in wind turbine blades based on PCA and convolutional kernel transform models: employing multivariate SCADA time series analysis
Measurement Science and Technology·2024· 6 citedOpen Access
Feature Distribution Shift Mitigation with Contrastive Pretraining for Intrusion Detection
arXiv (Cornell University)·2024Open Access
A flexible BERT model enabling width- and depth-dynamic inference
Computer Speech & Language·2024· 3 citedOpen Access
A Deep Neural Network Method for LCF Life Prediction of Metal Materials with Small Sample Experimental Data
Metals and Materials International·2024· 10 cited
Guided Cluster Aggregation: A Hierarchical Approach to Generalized Category Discovery
2024· 10 cited
Generalized Categories Discovery for Long-tailed Recognition
arXiv (Cornell University)·2023Open Access
Scaled Prompt-Tuning for Few-Shot Natural Language Generation
arXiv (Cornell University)·2023Open Access
SMKD: Selective Mutual Knowledge Distillation
2023· 4 citedOpen Access
Flexible BERT with Width- and Depth-dynamic Inference
2023
Supervised Knowledge May Hurt Novel Class Discovery Performance
arXiv (Cornell University)·2023· 2 citedOpen Access
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Frequent Co-authors

Christoph Meinel(42), Mina Rezaei(11), Christian Bartz(9), Joseph Bethge(8), Cheng Wang(6), Xiaoyin Che(5), Konstantin Harmuth(3), Marvin Bornstein(3), Harald Sack(3), Jianxiong Gao(3), Sheng Luo(3), Christoph Meinel(3), Willi Gierke(2), Thomas Kellermeier(2), Martin Fischer(2), Martin Fritzsche(2), Maria Siebert(2), Patrick Lühne(2), Qin Cheng(2), Christoph Oehlke(2)