SEAL: Scaling to Emphasize Attention for Long-Context Retrieval.
CoRR, January, 2025
Cost-Effective Extension of DRAM-PIM for Group-Wise LLM Quantization.
IEEE Comput. Archit. Lett., 2025
PTQ4VM: Post-Training Quantization for Visual Mamba.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025
Repurformer: Transformers for Repurposing-Aware Molecule Generation.
CoRR, 2024
Towards Pareto-Efficient RLHF: Paying Attention to a Few High-Reward Samples with Reward Dropout.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
QEFT: Quantization for Efficient Fine-Tuning of LLMs.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
A Bi-objective Perspective on Controllable Language Models: Reward Dropout Improves Off-policy Control Performance.
CoRR, 2023
OWQ: Lessons learned from activation outliers for weight quantization in large language models.
CoRR, 2023
INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Recommendation in Offline Stores: A Gamification Approach for Learning the Spatiotemporal Representation of Indoor Shopping.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
MIND dataset for diet planning and dietary healthcare with machine learning: Dataset creation using combinatorial optimization and controllable generation with domain experts.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Diet Planning with Machine Learning: Teacher-forced REINFORCE for Composition Compliance with Nutrition Enhancement.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Improving Accuracy of Binary Neural Networks Using Unbalanced Activation Distribution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Underactuated Tendon-driven Finger Design with Bio-inspired Ligamentous Joint mechanism.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018
PADA: power-aware development assistant for mobile sensing applications.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016
Demo: User Support for Power Management of Continuous Sensing Applications.
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Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015
Sandra helps you learn: the more you walk, the more battery your phone drains.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
Hooked on smartphones: an exploratory study on smartphone overuse among college students.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014
Design and Implementation of Packet Analyzer for IEC 61850 Communication Networks in Smart Grid.
Proceedings of the Computer Applications for Communication, Networking, and Digital Contents, 2012