Hongyin Luo

According to our database, Hongyin Luo authored at least 44 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains.

Kun Li, Tianhua Zhang, Xixin Wu, Hongyin Luo, James R. Glass, Helen Meng

CoRR, 2024

Quantifying Generalization Complexity for Large Language Models.

Zhenting Qi, Hongyin Luo, Xuliang Huang, Zhuokai Zhao, Yibo Jiang, Xiangjun Fan, Himabindu Lakkaraju, James R. Glass

CoRR, 2024

Addition is All You Need for Energy-efficient Language Models.

Hongyin Luo, Wei Sun

CoRR, 2024

Training Task Experts through Retrieval Based Distillation.

Jiaxin Ge, Xueying Jia, Vijay Viswanathan, Hongyin Luo, Graham Neubig

CoRR, 2024

Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts.

Junmo Kang, Leonid Karlinsky, Hongyin Luo, Zhen Wang, Jacob A. Hansen, Jim Glass, David D. Cox, Rameswar Panda, Rogério Feris, Alan Ritter

CoRR, 2024

THREAD: Thinking Deeper with Recursive Spawning.

Philip Schroeder, Nathaniel Morgan, Hongyin Luo, James R. Glass

CoRR, 2024

RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation.

Chi-Min Chan, Chunpu Xu, Ruibin Yuan, Hongyin Luo, Wei Xue, Yike Guo, Jie Fu

CoRR, 2024

Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning.

Tianhua Zhang, Jiaxin Ge, Hongyin Luo, Yung-Sung Chuang, Mingye Gao, Yuan Gong, Yoon Kim, Xixin Wu, Helen Meng, Jim Glass

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding.

Zhaorun Chen, Zhuokai Zhao, Hongyin Luo, Huaxiu Yao, Bo Li, Jiawei Zhou

Proceedings of the Forty-first International Conference on Machine Learning, 2024

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models.

Yung-Sung Chuang, Yujia Xie, Hongyin Luo, Yoon Kim, James R. Glass, Pengcheng He

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Listen, Think, and Understand.

Yuan Gong, Hongyin Luo, Alexander H. Liu, Leonid Karlinsky, James R. Glass

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers.

Tianhua Zhang, Kun Li, Hongyin Luo, Xixin Wu, James R. Glass, Helen Meng

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Self-Specialization: Uncovering Latent Expertise within Large Language Models.

Junmo Kang, Hongyin Luo, Yada Zhu, Jacob A. Hansen, James R. Glass, David D. Cox, Alan Ritter, Rogério Feris, Leonid Karlinsky

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Efficient memory reuse methodology for CNN-based real-time image processing in mobile-embedded systems.

Kairong Zhao, Yinghui Chang, Weikang Wu, Hongyin Luo, Zirun Li, Shan He, Donghui Guo

J. Real Time Image Process., December, 2023

Front-End Rectifier of Self-Compensation Matching with Parasitic Cancellation for Dual-Band RFID Tag.

Xianming Liu, Yinghui Chang, Weikang Wu, Zhixin Zhou, Hongyin Luo, Wenrun Xiao, Chao Huang, Donghui Guo

J. Circuits Syst. Comput., December, 2023

Dynamic RRT: Fast Feasible Path Planning in Randomly Distributed Obstacle Environments.

Penglei Zhao, Yinghui Chang, Weikang Wu, Hongyin Luo, Zhixin Zhou, Yanping Qiao, Ying Li, Chenhui Zhao, Zenan Huang, Bijing Liu, Xiaojie Liu, Shan He, Donghui Guo

J. Intell. Robotic Syst., April, 2023

Self-Specialization: Uncovering Latent Expertise within Large Language Models.

Junmo Kang, Hongyin Luo, Yada Zhu, James R. Glass, David D. Cox, Alan Ritter, Rogério Feris, Leonid Karlinsky

CoRR, 2023

SAIL: Search-Augmented Instruction Learning.

Hongyin Luo, Yung-Sung Chuang, Yuan Gong, Tianhua Zhang, Yoon Kim, Xixin Wu, Danny Fox, Helen Meng, James R. Glass

CoRR, 2023

Chain of Thought Prompt Tuning in Vision Language Models.

Jiaxin Ge, Hongyin Luo, Siyuan Qian, Yulu Gan, Jie Fu, Shanghang Zhang

CoRR, 2023

Interpretable Unified Language Checking.

Tianhua Zhang, Hongyin Luo, Yung-Sung Chuang, Wei Fang, Luc Gaitskell, Thomas Hartvigsen, Xixin Wu, Danny Fox, Helen Meng, James R. Glass

CoRR, 2023

Search Augmented Instruction Learning.

Hongyin Luo, Tianhua Zhang, Yung-Sung Chuang, Yuan Gong, Yoon Kim, Xixin Wu, Helen Meng, James R. Glass

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning.

Hongyin Luo, James R. Glass

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Joint Audio and Speech Understanding.

Yuan Gong, Alexander H. Liu, Hongyin Luo, Leonid Karlinsky, James R. Glass

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Entailment as Robust Self-Learner.

Jiaxin Ge, Hongyin Luo, Yoon Kim, James R. Glass

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Self-Training for Natural Language Processing

Hongyin Luo

PhD thesis, 2022

New paradigm of FPGA-based computational intelligence from surveying the implementation of DNN accelerators.

Yang You, Yinghui Chang, Weikang Wu, Bingrui Guo, Hongyin Luo, Xiaojie Liu, Bijing Liu, Kairong Zhao, Shan He, Lin Li, Donghui Guo

Des. Autom. Embed. Syst., 2022

Cooperative Self-training of Machine Reading Comprehension.

Hongyin Luo, Shang-Wen Li, Mingye Gao, Seunghak Yu, James R. Glass

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings.

Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-Wen Li, Scott Yih, Yoon Kim, James R. Glass

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

Reconfigurable TPM Implemented with Ultralow-Power Management in 28nm CMOS Process for IoT SoC Design.

Zenan Huang, Xiao Zhang, Jiebin Su, Zhixin Zhou, Hongyin Luo, Donghui Guo

J. Hardw. Syst. Secur., 2021

Mitigating Biases in Toxic Language Detection through Invariant Rationalization.

Yung-Sung Chuang, Mingye Gao, Hongyin Luo, James R. Glass, Hung-Yi Lee, Yun-Nung Chen, Shang-Wen Li

CoRR, 2021

Meta-learning for downstream aware and agnostic pretraining.

Hongyin Luo, Shuyan Dong, Yung-Sung Chuang, Shang-Wen Li

CoRR, 2021

Cooperative Learning of Zero-Shot Machine Reading Comprehension.

Hongyin Luo, Shang-Wen Li, Seunghak Yu, James R. Glass

CoRR, 2021

Joint Retrieval-Extraction Training for Evidence-Aware Dialog Response Selection.

Hongyin Luo, James R. Glass, Garima Lalwani, Yi Zhang, Shang-Wen Li

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption.

Hongyin Luo, Shang-Wen Li, James R. Glass

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks.

Hongyin Luo, Shang-Wen Li, James R. Glass

Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020

2019

Integrating Video Retrieval and Moment Detection in a Unified Corpus for Video Question Answering.

Hongyin Luo, Mitra Mohtarami, James R. Glass, Karthik Krishnamurthy, Brigitte Richardson

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Improving Neural Language Models by Segmenting, Attending, and Predicting the Future.

Hongyin Luo, Lan Jiang, Yonatan Belinkov, James R. Glass

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Race-Condition-Aware and Hardware-Oriented Task Partitioning and Scheduling Using Entropy Maximization.

Sizhao Li, Yuanzhi Zhang, Hongyin Luo, Yan Chen, Chao Lu, Donghui Guo

IEEE Trans. Parallel Distributed Syst., 2018

Learning Word Representations with Cross-Sentence Dependencyfor End-to-End Co-reference Resolution.

Hongyin Luo, James R. Glass

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Bidirectional Backpropagation: Towards Biologically Plausible Error Signal Transmission in Neural Networks.

Hongyin Luo, Jie Fu, James R. Glass

CoRR, 2017

2016

DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks.

Jie Fu, Hongyin Luo, Jiashi Feng, Kian Hsiang Low, Tat-Seng Chua

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015

Online Learning of Interpretable Word Embeddings.

Hongyin Luo, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014

Hybrid circuit-switched network for on-chip communication in large-scale chip-multiprocessors.

Hongyin Luo, Shaojun Wei, Deming Chen, Donghui Guo

J. Parallel Distributed Comput., 2014

Compiler Assisted Instruction Relocation for Performance Improvement of Cache Hit Rate and System Reliability.

Benbin Chen, Lin Li, Yiyang Li, Hongyin Luo, Donghui Guo

Proceedings of the IEEE Eighth International Conference on Software Security and Reliability, 2014