Some Investigations of Machine Learning Models for Software Defects by Bhutamapuram, Umamaheswara Sharma

CBSA: A Deep Transfer Learning Framework for Assessing Post-Stroke Exercises by Murikipudi, Manohar, Azmee, Abm Adnan, Al Hafiz Khan, Md Abdullah, Pei, Yong

ALISE: Accelerating Large Language Model Serving with Speculative Scheduling by Zhao, Youpeng, Wang, Jun

Knowledge Graph Based Recommendation by Adversarial Learning Algorithm in Application of Lifelong Education Data Classification by Xue, Yunlan

Constructing Surrogate Models in Machine Learning Using Combinatorial Testing and Active Learning by Shree, Sunny, Khadka, Krishna, Lei, Yu, Kacker, Raghu N., Kuhn, D. Richard

Exploiting learning and scenario-based specification languages for the verification and validation of highly automated driving by Damm, Werner, Galbas, Roland

Get full text

ReMoS: Reducing Defect Inheritance in Transfer Learning via Relevant Model Slicing by Zhang, Ziqi, Li, Yuanchun, Wang, Jindong, Liu, Bingyan, Li, Ding, Guo, Yao, Chen, Xiangqun, Liu, Yunxin

ConSmax: Hardware-Friendly Alternative Softmax with Learnable Parameters by Liu, Shiwei, Tao, Guanchen, Zou, Yifei, Chow, Derek, Fan, Zichen, Lei, Kauna, Pan, Bangfei, Sylvester, Dennis, Kielian, Gregory, Saligane, Mehdi

FG-SMOTE: Towards Fair Node Classification with Graph Neural Network by Wang, Zichong, Yin, Zhipeng, Zhang, Yuying, Yang, Liping, Zhang, Tingting, Pissinou, Niki, Cai, Yu, Hu, Shu, Li, Yun, Zhao, Liang, Zhang, Wenbin

SplitPlace: Intelligent Placement of Split Neural Nets in Mobile Edge Environments by Tuli, Shreshth

A general approach for identifying hierarchical symmetry constraints for analog circuit layout by Kunal, Kishor, Poojary, Jitesh, Dhar, Tonmoy, Madhusudan, Meghna, Harjani, Ramesh, Sapatnekar, Sachin S.

ApproxANN: An approximate computing framework for artificial neural network by Qian Zhang, Ting Wang, Ye Tian, Feng Yuan, Qiang Xu

Exploring the Potential of Large Language Models (LLMs)in Learning on Graphs by Chen, Zhikai, Mao, Haitao, Li, Hang, Jin, Wei, Wen, Hongzhi, Wei, Xiaochi, Wang, Shuaiqiang, Yin, Dawei, Fan, Wenqi, Liu, Hui, Tang, Jiliang

Poster: Multimodal ConvTransformer for Human Activity Recognition by Haque, Syed Tousiful, Ngu, Anne H. H.

Cell2Doc: ML Pipeline for Generating Documentation in Computational Notebooks by Mondal, Tamal, Barnett, Scott, Lal, Akash, Vedurada, Jyothi

MINT: Multiplier-less INTeger Quantization for Energy Efficient Spiking Neural Networks by Yin, Ruokai, Li, Yuhang, Moitra, Abhishek, Panda, Priyadarshini

Gacer: Granularity-Aware Concurrency Regulation for Multi-Tenant Deep Learning by Yu, Yongbo, Yu, Fuxun, Tian, Zhi, Chen, Xiang

Intuitive Facial Animation Editing Based On A Generative RNN Framework by Berson, Eloïse, Soladié, Catherine, Stoiber, Nicolas

Analysing Psychological Sentiment Prediction Across Modalities: Harnessing Emotion Datasets within Natural Language Processing (NLP) by Li, Na, Kong, Rong

AI-Oracle Machines for Intelligent Computing by Wang, Jie