Hong-Yin Luo

Most-cited papers

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
Yung-Sung Chuang, Yujia Xie, Hong-Yin Luo, Yoon Kim +2 more
2023International Conference on Learning Representations485 citations Open access
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Listen, Think, and Understand
Yuan Gong, Hong-Yin Luo, Alexander H. Liu, Leonid Karlinsky +1 more
2023International Conference on Learning Representations305 citations Open access
Semantic Scholar
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
Yung-Sung Chuang, Rumen Dangovski, Hong-Yin Luo, Yang Zhang +6 more
2022North American Chapter of the Association for Computational Linguistics285 citations Open access
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Joint Audio and Speech Understanding
Yuan Gong, Alexander H. Liu, Hong-Yin Luo, Leonid Karlinsky +1 more
2023Automatic Speech Recognition & Understanding147 citations Open access
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Online Learning of Interpretable Word Embeddings
Hong-Yin Luo, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun
2015Conference on Empirical Methods in Natural Language Processing54 citations Open access
Semantic Scholar
Dynamic RRT: Fast Feasible Path Planning in Randomly Distributed Obstacle Environments
Peng-Lei Zhao, Yin-Wei Chang, Wei-Kang Wu, Hong-Yin Luo +9 more
2023Journal of Intelligent and Robotic Systems52 citations
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Chain of Thought Prompt Tuning in Vision Language Models
Jiaxin Ge, Hong-Yin Luo, Si-Yuan Qian, Yulu Gan +2 more
202341 citations
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SAIL: Search-Augmented Instruction Learning
Hong-Yin Luo, Yung-Sung Chuang, Yuan Gong, Tian-Hua Zhang +5 more
2023Conference on Empirical Methods in Natural Language Processing40 citations Open access
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Interpretable Unified Language Checking
Tian-Hua Zhang, Hong-Yin Luo, Yung-Sung Chuang, Wei Fang +6 more
2023arXiv.org35 citations Open access
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DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks
Jie Fu, Hong-Yin Luo, Jiashi Feng, K. Low +1 more
2016International Joint Conference on Artificial Intelligence32 citations
Semantic Scholar
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains
Kun Li, Tian-Hua Zhang, Xi-Xin Wu, Hong-Yin Luo +2 more
2024arXiv.org30 citations
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Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
Junmo Kang, Leonid Karlinsky, Hong-Yin Luo, Zhen Wang +6 more
2024International Conference on Learning Representations28 citations
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THREAD: Thinking Deeper with Recursive Spawning
Philip Schroeder, Nathaniel Morgan, Hong-Yin Luo, James R. Glass
2024North American Chapter of the Association for Computational Linguistics28 citations
Semantic Scholar
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers
Tian-Hua Zhang, Kun Li, Hong-Yin Luo, Xi-Xin Wu +2 more
2024Conference on Empirical Methods in Natural Language Processing28 citations
Semantic Scholar
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning
Tian-Hua Zhang, Jiaxin Ge, Hong-Yin Luo, Yung-Sung Chuang +6 more
2023NAACL-HLT26 citations Open access
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Mitigating Biases in Toxic Language Detection through Invariant Rationalization
Yung-Sung Chuang, Mingye Gao, Hong-Yin Luo, James R. Glass +3 more
2021WOAH20 citations Open access
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Improving Neural Language Models by Segmenting, Attending, and Predicting the Future
Hong-Yin Luo, Lan Jiang, Yonatan Belinkov, James R. Glass
2019Annual Meeting of the Association for Computational Linguistics14 citations Open access
Semantic Scholar
Cooperative Self-training of Machine Reading Comprehension
Hong-Yin Luo, Shang-Wen Li, Ming Gao, Seunghak Yu +1 more
2021North American Chapter of the Association for Computational Linguistics13 citations Open access
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Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning
Hong-Yin Luo, James Glass
2023Conference of the European Chapter of the Association for Computational Linguistics12 citations Open access
Semantic Scholar
Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks
Hong-Yin Luo, Shang-Wen Li, James R. Glass
2020Clinical Natural Language Processing Workshop11 citations Open access
Semantic Scholar
Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption
Hong-Yin Luo, Shang-Wen Li, James R. Glass
2020Interspeech10 citations Open access
Semantic Scholar
Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference Resolution
Hong-Yin Luo, Jim Glass
2018Conference on Empirical Methods in Natural Language Processing10 citations Open access
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Bidirectional Backpropagation: Towards Biologically Plausible Error Signal Transmission in Neural Networks
Hong-Yin Luo, Jie Fu, James R. Glass
2017arXiv.org9 citations
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Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution
Kun Li, Tian-Hua Zhang, Yunxiang Li, Hong-Yin Luo +4 more
2025Annual Meeting of the Association for Computational Linguistics8 citations
Semantic Scholar
New paradigm of FPGA-based computational intelligence from surveying the implementation of DNN accelerators
Yang You, Ying-Tsai Chang, Wei-Kang Wu, Bing-Rui Guo +7 more
2022Design automation for embedded systems8 citations
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Integrating Video Retrieval and Moment Detection in a Unified Corpus for Video Question Answering
Hong-Yin Luo, M. Mohtarami, James R. Glass, Karthik Krishnamurthy +1 more
2019Interspeech8 citations
Semantic Scholar
Race-Condition-Aware and Hardware-Oriented Task Partitioning and Scheduling Using Entropy Maximization
Sizhao Li, Yuanzhi Zhang, Hong-Yin Luo, Yan Chen +2 more
2018IEEE Transactions on Parallel and Distributed Systems8 citations
Semantic Scholar
Distilling Reverse-Mode Automatic Differentiation (DrMAD) for Optimizing Hyperparameters of Deep Neural Networks
Jie Fu, Hong-Yin Luo, Jiashi Feng, Tat-Seng Chua
20168 citations
Semantic Scholar
Self-Specialization: Uncovering Latent Expertise within Large Language Models
Junmo Kang, Hong-Yin Luo, Ya-Da Zhu, Jacob A. Hansen +5 more
2023Annual Meeting of the Association for Computational Linguistics7 citations Open access
Semantic Scholar
The dynamic relocation cache and its energy consumption model for low power processor
Hong-Yin Luo, Shaojun Wei, Donghui Guo
20112011 IEEE International Conference on Anti-Counterfeiting, Security and Identification7 citations
Semantic Scholar
Cooperative Learning of Zero-Shot Machine Reading Comprehension
Hong-Yin Luo, Seunghak Yu, Shang-Wen Li, James R. Glass
2021arXiv.org6 citations
Semantic Scholar
Hybrid circuit-switched network for on-chip communication in large-scale chip-multiprocessors
Hong-Yin Luo, Shaojun Wei, De-Ming Chen, Donghui Guo
2014J. Parallel Distributed Comput.5 citations
Semantic Scholar
Entailment as Robust Self-Learner
Jiaxin Ge, Hong-Yin Luo, Yoon Kim, James R. Glass
2023Annual Meeting of the Association for Computational Linguistics4 citations Open access
Semantic Scholar
Analysis of software specifications based on statistics of Markov chain
Sizhao Li, Hong-Yin Luo, Xiaochao Li, W. E. Wong +1 more
2013International Conference on Anti-counterfeiting, Security, and Identification4 citations
Semantic Scholar
A Distributed Management Method Based on the Artificial Fish-Swarm Model in Cloud Computing Environment
Hong-Yin Luo
2018International Journal of Wireless Information Networks3 citations
Semantic Scholar
RROCN: An on-chip network with regular reconfigurable topology for chip-multiprocessors
Donghui Guo, strong, Shaojun Wei, Hong-Yin Luo
20133 citations
Semantic Scholar
Hybrid circuit-switched NOC for low cost on-chip communication
Hong-Yin Luo, Shaojun Wei, Demin Chen, Donghui Guo
2012Anti-counterfeiting, Security, and Identification3 citations
Semantic Scholar
Instructify: Demystifying Metadata to Visual Instruction Tuning Data Conversion
Jacob A. Hansen, Wei Lin, Junmo Kang, M. J. Mirza +5 more
2025arXiv.org2 citations
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Chain of Thought Prompt Tuning in Vision Language Models
Jiaxin Ge, Hong-Yin Luo, Si-Yuan Qian, Yulu Gan +2 more
2023arXiv.org2 citations Open access
Semantic Scholar
Non-conflict RR scheduling algorithm and its hardware implementation for crossbar switch
Hong-Yin Luo, Lin Li, Donghui Guo
2010International Conference on Anti-counterfeiting, Security, and Identification2 citations
Semantic Scholar
Front-End Rectifier of Self-Compensation Matching with Parasitic Cancellation for Dual-Band RFID Tag
Xian-Ming Liu, Yin-Wei Chang, Wei-Kang Wu, Zhixin Zhou +4 more
2023J. Circuits Syst. Comput.1 citations
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Application of Locally Connected Spiking Neural Network in Image Processing
Ze-Nan Huang, Hong-Yin Luo, Donghui Guo
2019International Conference on Anti-counterfeiting, Security, and Identification1 citations
Semantic Scholar
Language Modeling with Graph Temporal Convolutional Networks
Hong-Yin Luo, Yi-Chen Li, Jie Fu, James R. Glass
20181 citations
Semantic Scholar
RAG-Zeval: Towards Robust and Interpretable Evaluation on RAG Responses through End-to-End Rule-Guided Reasoning
Kun Li, Yunxiang Li, Tian-Hua Zhang, Hong-Yin Luo +3 more
2025arXiv.org0 citations
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ConvRGX: Recognition, Generation, and Extraction for Self-trained Conversational Question Answering
Tian-Hua Zhang, Liping Tang, Wei Fang, Hong-Yin Luo +3 more
2023Workshop on Document-grounded Dialogue and Conversational Question Answering0 citations Open access
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Meta-learning for downstream aware and agnostic pretraining
Hong-Yin Luo, Shu-Yan Dong, Yung-Sung Chuang, Shang-Wen Li
2021arXiv.org0 citations
Semantic Scholar
Reconfigurable TPM Implemented with Ultralow-Power Management in 28nm CMOS Process for IoT SoC Design
Ze-Nan Huang, Xiao Zhang, Jie-Bin Su, Zhixin Zhou +2 more
2021Journal of Hardware and Systems Security0 citations
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Joint Retrieval-Extraction Training for Evidence-Aware Dialog Response Selection
Hong-Yin Luo, James R. Glass, Garima Lalwani, Yi Zhang +1 more
2021Interspeech0 citations
Semantic Scholar
In-Memory Computing with TCAM for Packet Identification in the Buffer of Routing Switches
Xiao Zhang, Ze-Nan Huang, Hong-Yin Luo, Zhixin Zhou +3 more
2020International Conference on Anti-counterfeiting, Security, and Identification0 citations
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Neural Attentions for Natural Language Understanding and Modeling by Hongyin Luo
Hong-Yin Luo
20190 citations
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