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Sihao Hu
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From known to unknown: Knowledge-guided transformer for time-series sales forecasting in alibaba
X Qi, K Hou, T Liu, Z Yu, S Hu, W Ou
arXiv preprint arXiv:2109.08381, 2021
132021
Sequence-based target coin prediction for cryptocurrency pump-and-dump
S Hu, Z Zhang, S Lu, B He, Z Li
SIGMOD 2023 1 (1), 1-19, 2023
92023
BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection
S Hu, Z Zhang, B Luo, S Lu, B He, L Liu
WWW 2023, 2189-2197, 2023
92023
Adaptive Deep Neural Network Inference Optimization with EENet
F Ilhan, KH Chow, S Hu, T Huang, S Tekin, W Wei, Y Wu, M Lee, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
6*2024
Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives
S Hu, T Huang, F Ilhan, S Tekin, L Liu
IEEE Trust, Privacy and Security 2023, 2023
62023
GIFT: Graph-guIded Feature Transfer for Cold-Start Video Click-Through Rate Prediction
Y Cao*, S Hu*, Y Gong, Z Li, Y Yang, Q Liu, W Ou, S Ji
CIKM 2022, 2022
52022
Turbo: Fraud detection in deposit-free leasing service via real-time behavior network mining
S Hu, X Zhang, J Zhou, S Ji, J Yuan, Z Li, Z Wang, Q Chen, Q He, L Fang
ICDE 2021, 2583-2594, 2021
52021
Deep Intention-Aware Network for Click-Through Rate Prediction
Y Xia, Y Cao, S Hu, T Liu, L Lu
WWW 2023, 533-537, 2023
42023
PokéLLMon: A Human-Parity Agent for Pokémon Battles with Large Language Models
S Hu, T Huang, L Liu
arXiv preprint arXiv:2402.01118, 2024
32024
Interactive rare-category-of-interest mining from large datasets
Z Liu, S Hu, Y Yin, J Chen, K Chiew, L Zhang, Z Wu
AAAI 2020, 4965-4972, 2020
32020
Vaccine: Perturbation-aware Alignment for Large Language Models
T Huang, S Hu, L Liu
arXiv preprint arXiv:2402.01109, 2024
22024
A Survey on Large Language Model-Based Game Agents
S Hu, T Huang, F Ilhan, S Tekin, G Liu, R Kompella, L Liu
arXiv preprint arXiv:2404.02039, 2024
12024
Hierarchical Deep Neural Network Inference for Device-Edge-Cloud Systems
F Ilhan, SF Tekin, S Hu, T Huang, KH Chow, L Liu
WWW 2023, 302-305, 2023
12023
Resource-Efficient Transformer Pruning for Fine-tuning of Large Models
F Ilhan, G Su, S Tekin, T Huang, S Hu, L Liu
CVPR 2024, 2024
2024
ZipZap: Efficient Training of Language Models for Large-Scale Fraud Detection on Blockchain
S Hu, T Huang, KH Chow, W Wei, Y Wu, L Liu
Proceedings of the ACM Web Conference 2024, 2024
2024
Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning
SF Tekin, F Ilhan, T Huang, S Hu, KH Chow, ML Loper, L Liu
arXiv preprint arXiv:2404.04434, 2024
2024
Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning
S Furkan Tekin, F Ilhan, T Huang, S Hu, KH Chow, ML Loper, L Liu
arXiv e-prints, arXiv: 2404.04434, 2024
2024
Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training
T Huang, S Hu, KH Chow, F Ilhan, S Tekin, L Liu
Advances in Neural Information Processing Systems 36, 2023
2023
FusionShot: Boosting Few Shot Learners with Focal-Diversity Optimized Ensemble Method
SF Tekin, F Ilhan, S Hu, T Huang, L Liu
2023
Silencer: Pruning-aware Backdoor Defense for Decentralized Federated Learning
T Huang, S Hu, F Ilhan, SF Tekin, W Wei, L Liu
2023
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