Hongyin Luo

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 47

Top Topics

Top Venues

Publications

Yung-Sung Chuang, Yujia Xie, Hongyin Luo, Yoon Kim, James R. Glass, Pengcheng He
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models. ICLR (2024)
Tianhua Zhang, Kun Li, Hongyin Luo, Xixin Wu, James R. Glass, Helen Meng
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers. CoRR (2024)
Chi-Min Chan, Chunpu Xu, Ruibin Yuan, Hongyin Luo, Wei Xue, Yike Guo, Jie Fu
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation. CoRR (2024)
Jiaxin Ge, Xueying Jia, Vijay Viswanathan, Hongyin Luo, Graham Neubig
Training Task Experts through Retrieval Based Distillation. CoRR (2024)
Yuan Gong, Hongyin Luo, Alexander H. Liu, Leonid Karlinsky, James R. Glass
Listen, Think, and Understand. ICLR (2024)
Junmo Kang, Leonid Karlinsky, Hongyin Luo, Zhen Wang, Jacob A. Hansen, Jim Glass, David D. Cox, Rameswar Panda, Rogério Feris, Alan Ritter
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts. CoRR (2024)
Junmo Kang, Hongyin Luo, Yada Zhu, Jacob A. Hansen, James R. Glass, David D. Cox, Alan Ritter, Rogério Feris, Leonid Karlinsky
Self-Specialization: Uncovering Latent Expertise within Large Language Models. ACL (Findings) (2024)
Philip Schroeder, Nathaniel Morgan, Hongyin Luo, James R. Glass
THREAD: Thinking Deeper with Recursive Spawning. CoRR (2024)
Zhaorun Chen, Zhuokai Zhao, Hongyin Luo, Huaxiu Yao, Bo Li, Jiawei Zhou
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding. CoRR (2024)
Hongyin Luo, James R. Glass
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning. EACL (2023)
Jiaxin Ge, Hongyin Luo, Yoon Kim, James R. Glass
Entailment as Robust Self-Learner. CoRR (2023)
Hongyin Luo, Tianhua Zhang, Yung-Sung Chuang, Yuan Gong, Yoon Kim, Xixin Wu, Helen Meng, James R. Glass
Search Augmented Instruction Learning. EMNLP (Findings) (2023)
Xianming Liu, Yinghui Chang, Weikang Wu, Zhixin Zhou, Hongyin Luo, Wenrun Xiao, Chao Huang, Donghui Guo
Front-End Rectifier of Self-Compensation Matching with Parasitic Cancellation for Dual-Band RFID Tag. J. Circuits Syst. Comput. 32 (18) (2023)
Jiaxin Ge, Hongyin Luo, Yoon Kim, James R. Glass
Entailment as Robust Self-Learner. ACL (1) (2023)
Junmo Kang, Hongyin Luo, Yada Zhu, James R. Glass, David D. Cox, Alan Ritter, Rogério Feris, Leonid Karlinsky
Self-Specialization: Uncovering Latent Expertise within Large Language Models. CoRR (2023)
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
Dynamic RRT: Fast Feasible Path Planning in Randomly Distributed Obstacle Environments. J. Intell. Robotic Syst. 107 (4) (2023)
Yuan Gong, Alexander H. Liu, Hongyin Luo, Leonid Karlinsky, James R. Glass
Joint Audio and Speech Understanding. ASRU (2023)
Tianhua Zhang, Jiaxin Ge, Hongyin Luo, Yung-Sung Chuang, Mingye Gao, Yuan Gong, Xixin Wu, Yoon Kim, Helen Meng, James R. Glass
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning. CoRR (2023)
Tianhua Zhang, Hongyin Luo, Yung-Sung Chuang, Wei Fang, Luc Gaitskell, Thomas Hartvigsen, Xixin Wu, Danny Fox, Helen Meng, James R. Glass
Interpretable Unified Language Checking. CoRR (2023)
Hongyin Luo, Yung-Sung Chuang, Yuan Gong, Tianhua Zhang, Yoon Kim, Xixin Wu, Danny Fox, Helen Meng, James R. Glass
SAIL: Search-Augmented Instruction Learning. CoRR (2023)
Hongyin Luo, James R. Glass
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning. CoRR (2023)
Kairong Zhao, Yinghui Chang, Weikang Wu, Hongyin Luo, Zirun Li, Shan He, Donghui Guo
Efficient memory reuse methodology for CNN-based real-time image processing in mobile-embedded systems. J. Real Time Image Process. 20 (6) (2023)
Yuan Gong, Hongyin Luo, Alexander H. Liu, Leonid Karlinsky, James R. Glass
Listen, Think, and Understand. CoRR (2023)
Yuan Gong, Alexander H. Liu, Hongyin Luo, Leonid Karlinsky, James R. Glass
Joint Audio and Speech Understanding. CoRR (2023)
Yung-Sung Chuang, Yujia Xie, Hongyin Luo, Yoon Kim, James R. Glass, Pengcheng He
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models. CoRR (2023)
Jiaxin Ge, Hongyin Luo, Siyuan Qian, Yulu Gan, Jie Fu, Shanghang Zhang
Chain of Thought Prompt Tuning in Vision Language Models. CoRR (2023)
Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-Wen Li, Scott Yih, Yoon Kim, James R. Glass
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. NAACL-HLT (2022)
Hongyin Luo, Shang-Wen Li, Mingye Gao, Seunghak Yu, James R. Glass
Cooperative Self-training of Machine Reading Comprehension. NAACL-HLT (2022)
Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-Wen Li, Wen-tau Yih, Yoon Kim, James R. Glass
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. CoRR (2022)
Yang You, Yinghui Chang, Weikang Wu, Bingrui Guo, Hongyin Luo, Xiaojie Liu, Bijing Liu, Kairong Zhao, Shan He, Lin Li, Donghui Guo
New paradigm of FPGA-based computational intelligence from surveying the implementation of DNN accelerators. Des. Autom. Embed. Syst. 26 (1) (2022)
Yung-Sung Chuang, Mingye Gao, Hongyin Luo, James R. Glass, Hung-Yi Lee, Yun-Nung Chen, Shang-Wen Li
Mitigating Biases in Toxic Language Detection through Invariant Rationalization. CoRR (2021)
Zenan Huang, Xiao Zhang, Jiebin Su, Zhixin Zhou, Hongyin Luo, Donghui Guo
Reconfigurable TPM Implemented with Ultralow-Power Management in 28nm CMOS Process for IoT SoC Design. J. Hardw. Syst. Secur. 5 (1) (2021)
Hongyin Luo, Shuyan Dong, Yung-Sung Chuang, Shang-Wen Li
Meta-learning for downstream aware and agnostic pretraining. CoRR (2021)
Hongyin Luo, Shang-Wen Li, James R. Glass
Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks. CoRR (2021)
Hongyin Luo, James R. Glass, Garima Lalwani, Yi Zhang, Shang-Wen Li
Joint Retrieval-Extraction Training for Evidence-Aware Dialog Response Selection. Interspeech (2021)
Hongyin Luo, Shang-Wen Li, Seunghak Yu, James R. Glass
Cooperative Learning of Zero-Shot Machine Reading Comprehension. CoRR (2021)
Hongyin Luo, Shang-Wen Li, James R. Glass
Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks. ClinicalNLP@EMNLP (2020)
Hongyin Luo, Shang-Wen Li, James R. Glass
Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption. CoRR (2020)
Hongyin Luo, Shang-Wen Li, James R. Glass
Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption. INTERSPEECH (2020)
Hongyin Luo, Mitra Mohtarami, James R. Glass, Karthik Krishnamurthy, Brigitte Richardson
Integrating Video Retrieval and Moment Detection in a Unified Corpus for Video Question Answering. INTERSPEECH (2019)
Hongyin Luo, Lan Jiang, Yonatan Belinkov, Jim Glass
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future. ACL (1) (2019)
Hongyin Luo, Lan Jiang, Yonatan Belinkov, James R. Glass
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future. CoRR (2019)
Hongyin Luo, James R. Glass
Learning Word Representations with Cross-Sentence Dependencyfor End-to-End Co-reference Resolution. EMNLP (2018)
Sizhao Li, Yuanzhi Zhang, Hongyin Luo, Yan Chen, Chao Lu, Donghui Guo
Race-Condition-Aware and Hardware-Oriented Task Partitioning and Scheduling Using Entropy Maximization. IEEE Trans. Parallel Distributed Syst. 29 (7) (2018)
Hongyin Luo, Jie Fu, James R. Glass
Bidirectional Backpropagation: Towards Biologically Plausible Error Signal Transmission in Neural Networks. CoRR (2017)
Jie Fu, Hongyin Luo, Jiashi Feng, Kian Hsiang Low, Tat-Seng Chua
DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks. CoRR (2016)
Jie Fu, Hongyin Luo, Jiashi Feng, Kian Hsiang Low, Tat-Seng Chua
DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks. IJCAI (2016)
Hongyin Luo, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun
Online Learning of Interpretable Word Embeddings. EMNLP (2015)
Benbin Chen, Lin Li, Yiyang Li, Hongyin Luo, Donghui Guo
Compiler Assisted Instruction Relocation for Performance Improvement of Cache Hit Rate and System Reliability. SERE (Companion) (2014)
Hongyin Luo, Shaojun Wei, Deming Chen, Donghui Guo
Hybrid circuit-switched network for on-chip communication in large-scale chip-multiprocessors. J. Parallel Distributed Comput. 74 (9) (2014)