QA-HFL: Quality-Aware Hierarchical Federated Learning for Resource-Constrained Mobile Devices with Heterogeneous Image Quality

4 June 2025

Papers citing "QA-HFL: Quality-Aware Hierarchical Federated Learning for Resource-Constrained Mobile Devices with Heterogeneous Image Quality"

28 / 28 papers shown

Title
Breaking Bias, Building Bridges: Evaluation and Mitigation of Social Biases in LLMs via Contact Hypothesis Chahat Raj A. Mukherjee Aylin Caliskan Antonios Anastasopoulos Ziwei Zhu 62 14 0 02 Jul 2024
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression Junyuan Hong Jinhao Duan Chenhui Zhang Zhangheng Li Chulin Xie ... B. Kailkhura Dan Hendrycks Dawn Song Zhangyang Wang Yue Liu 74 28 0 18 Mar 2024
KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache Zirui Liu Jiayi Yuan Hongye Jin Shaochen Zhong Zhaozhuo Xu Vladimir Braverman Beidi Chen Helen Zhou MQ 98 204 0 05 Feb 2024
When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards Norah A. Alzahrani H. A. Alyahya Sultan Yazeed Alnumay Muhtasim Tahmid Shaykhah Alsubaie ... Saleh Soltan Nathan Scales Marie-Anne Lachaux Samuel R. Bowman Haidar Khan ELM 125 80 0 01 Feb 2024
KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization Coleman Hooper Sehoon Kim Hiva Mohammadzadeh Michael W. Mahoney Y. Shao Kurt Keutzer A. Gholami MQ 82 224 0 31 Jan 2024
A Comprehensive Survey of Compression Algorithms for Language Models Seungcheol Park Jaehyeon Choi Sojin Lee U. Kang MQ 111 16 0 27 Jan 2024
Evaluating and Mitigating Discrimination in Language Model Decisions Alex Tamkin Amanda Askell Liane Lovitt Esin Durmus Nicholas Joseph Shauna Kravec Karina Nguyen Jared Kaplan Deep Ganguli 89 76 0 06 Dec 2023
How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities Lingbo Mo Boshi Wang Muhao Chen Huan Sun 70 29 0 15 Nov 2023
Efficient Memory Management for Large Language Model Serving with PagedAttention Woosuk Kwon Zhuohan Li Siyuan Zhuang Ying Sheng Lianmin Zheng Cody Hao Yu Joseph E. Gonzalez Haotong Zhang Ion Stoica VLM 196 2,322 0 12 Sep 2023
Bias and Fairness in Large Language Models: A Survey Isabel O. Gallegos Ryan Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 114 601 0 02 Sep 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 408 12,076 0 18 Jul 2023
Towards Measuring the Representation of Subjective Global Opinions in Language Models Esin Durmus Karina Nyugen Thomas I. Liao Nicholas Schiefer Amanda Askell ... Alex Tamkin Janel Thamkul Jared Kaplan Jack Clark Deep Ganguli 105 244 0 28 Jun 2023
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models Wei Ping Weixin Chen Hengzhi Pei Chulin Xie Mintong Kang ... Zinan Lin Yuk-Kit Cheng Sanmi Koyejo Basel Alomair Yue Liu 121 431 0 20 Jun 2023
SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot Elias Frantar Dan Alistarh VLM 110 734 0 02 Jan 2023
Discovering Language Model Behaviors with Model-Written Evaluations Ethan Perez Sam Ringer Kamilė Lukošiūtė Karina Nguyen Edwin Chen ... Danny Hernandez Deep Ganguli Evan Hubinger Nicholas Schiefer Jared Kaplan ALM 82 404 0 19 Dec 2022
Fast Inference from Transformers via Speculative Decoding Yaniv Leviathan Matan Kalman Yossi Matias LRM 151 736 0 30 Nov 2022
LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale Tim Dettmers M. Lewis Younes Belkada Luke Zettlemoyer MQ 110 664 0 15 Aug 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 108 143 0 18 May 2022
Can Model Compression Improve NLP Fairness Guangxuan Xu Qingyuan Hu 57 28 0 21 Jan 2022
BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation Jwala Dhamala Tony Sun Varun Kumar Satyapriya Krishna Yada Pruksachatkun Kai-Wei Chang Rahul Gupta 92 400 0 27 Jan 2021
CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models Nikita Nangia Clara Vania Rasika Bhalerao Samuel R. Bowman 131 689 0 30 Sep 2020
Fair Bayesian Optimization Valerio Perrone Michele Donini Muhammad Bilal Zafar Robin Schmucker K. Kenthapadi Cédric Archambeau FaML 67 86 0 09 Jun 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 157 1,257 0 28 May 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 571 4,391 0 23 Aug 2019
On Measuring Social Biases in Sentence Encoders Chandler May Alex Jinpeng Wang Shikha Bordia Samuel R. Bowman Rachel Rudinger 106 606 0 25 Mar 2019
A Reductions Approach to Fair Classification Alekh Agarwal A. Beygelzimer Miroslav Dudík John Langford Hanna M. Wallach FaML 230 1,105 0 06 Mar 2018
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 179 4,829 0 26 Jan 2017
Semantics derived automatically from language corpora contain human-like biases Aylin Caliskan J. Bryson Arvind Narayanan 223 2,678 0 25 Aug 2016