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08/22/2023
Towards an On-device Agent for Text Rewriting
Large Language Models (LLMs) have demonstrated impressive capabilities f...
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07/24/2023
MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph Contrastive Learning
In this work, we investigate the problem of out-of-distribution (OOD) ge...
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05/25/2023
Analysis and tuning of a three-term DMC
Most MPC (Model Predictive Control) algorithms used in industries and st...
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05/25/2023
RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting
Large Language Models (LLMs) have demonstrated impressive zero-shot capa...
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03/16/2023
SmartBERT: A Promotion of Dynamic Early Exiting Mechanism for Accelerating BERT Inference
Dynamic early exiting has been proven to improve the inference speed of ...
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03/09/2023
Structure-Aware Group Discrimination with Adaptive-View Graph Encoder: A Fast Graph Contrastive Learning Framework
Albeit having gained significant progress lately, large-scale graph repr...
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02/24/2023
SGL-PT: A Strong Graph Learner with Graph Prompt Tuning
Recently, much exertion has been paid to design graph self-supervised me...
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08/30/2022
Solving the Capsulation Attack against Backdoor-based Deep Neural Network Watermarks by Reversing Triggers
Backdoor-based watermarking schemes were proposed to protect the intelle...
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04/29/2022
RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning
Graph contrastive learning has gained significant progress recently. How...
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12/28/2021
Fostering the Robustness of White-Box Deep Neural Network Watermarks by Neuron Alignment
The wide application of deep learning techniques is boosting the regulat...
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09/19/2020
Active Learning for Product Type Ontology Enhancement in E-commerce
Entity-based semantic search has been widely adopted in modern search en...
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06/11/2020
Fast Coherent Point Drift
Nonrigid point set registration is widely applied in the tasks of comput...
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09/20/2016