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Hongyin Luo
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2020 – today
- 2024
- [c21]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: 2681-2706 - [c20]Tianhua Zhang, Kun Li, Hongyin Luo, Xixin Wu, James R. Glass, Helen Meng:
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers. EMNLP 2024: 13444-13461 - [c19]Yuan Gong
, Hongyin Luo, Alexander H. Liu, Leonid Karlinsky, James R. Glass:
Listen, Think, and Understand. ICLR 2024 - [c18]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 - [c17]Zhaorun Chen, Zhuokai Zhao, Hongyin Luo, Huaxiu Yao, Bo Li, Jiawei Zhou:
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding. ICML 2024 - [c16]Tianhua Zhang, Jiaxin Ge, Hongyin Luo, Yung-Sung Chuang, Mingye Gao, Yuan Gong, Yoon Kim, Xixin Wu, Helen Meng, Jim Glass:
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning. NAACL-HLT (Findings) 2024: 4131-4155 - [i28]Zhaorun Chen, Zhuokai Zhao, Hongyin Luo, Huaxiu Yao, Bo Li, Jiawei Zhou:
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding. CoRR abs/2403.00425 (2024) - [i27]Chi-Min Chan
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation. CoRR abs/2404.00610 (2024) - [i26]Philip Schroeder, Nathaniel Morgan, Hongyin Luo, James R. Glass:
THREAD: Thinking Deeper with Recursive Spawning. CoRR abs/2405.17402 (2024) - [i25]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 abs/2406.10991 (2024) - [i24]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 abs/2406.12034 (2024) - [i23]Jiaxin Ge, Xueying Jia, Vijay Viswanathan, Hongyin Luo, Graham Neubig:
Training Task Experts through Retrieval Based Distillation. CoRR abs/2407.05463 (2024) - [i22]Hongyin Luo, Wei Sun:
Addition is All You Need for Energy-efficient Language Models. CoRR abs/2410.00907 (2024) - [i21]Zhenting Qi, Hongyin Luo, Xuliang Huang, Zhuokai Zhao, Yibo Jiang, Xiangjun Fan, Himabindu Lakkaraju, James R. Glass:
Quantifying Generalization Complexity for Large Language Models. CoRR abs/2410.01769 (2024) - [i20]Kun Li, Tianhua Zhang, Xixin Wu, Hongyin Luo, James R. Glass, Helen Meng:
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains. CoRR abs/2410.18415 (2024) - 2023
- [j7]Xianming Liu
Front-End Rectifier of Self-Compensation Matching with Parasitic Cancellation for Dual-Band RFID Tag. J. Circuits Syst. Comput. 32(18): 2350320:1-2350320:16 (2023) - [j6]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): 48 (2023) - [j5]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): 118 (2023) - [c15]Jiaxin Ge, Hongyin Luo, Yoon Kim, James R. Glass:
Entailment as Robust Self-Learner. ACL (1) 2023: 13803-13817 - [c14]Yuan Gong
Joint Audio and Speech Understanding. ASRU 2023: 1-8 - [c13]Hongyin Luo, James R. Glass:
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning. EACL 2023: 1235-1246 - [c12]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: 3717-3729 - [i19]Hongyin Luo, James R. Glass:
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning. CoRR abs/2303.05670 (2023) - [i18]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 abs/2304.03728 (2023) - [i17]Jiaxin Ge, Hongyin Luo, Siyuan Qian, Yulu Gan, Jie Fu, Shanghang Zhang:
Chain of Thought Prompt Tuning in Vision Language Models. CoRR abs/2304.07919 (2023) - [i16]Yuan Gong, Hongyin Luo, Alexander H. Liu, Leonid Karlinsky, James R. Glass:
Listen, Think, and Understand. CoRR abs/2305.10790 (2023) - [i15]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 abs/2305.15225 (2023) - [i14]Jiaxin Ge, Hongyin Luo, Yoon Kim, James R. Glass:
Entailment as Robust Self-Learner. CoRR abs/2305.17197 (2023) - [i13]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 abs/2309.03883 (2023) - [i12]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 abs/2309.10814 (2023) - [i11]Yuan Gong, Alexander H. Liu, Hongyin Luo, Leonid Karlinsky, James R. Glass:
Joint Audio and Speech Understanding. CoRR abs/2309.14405 (2023) - [i10]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 abs/2310.00160 (2023) - 2022
- [b1]Hongyin Luo:
Self-Training for Natural Language Processing. MIT, USA, 2022 - [j4]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): 1-27 (2022) - [c11]Hongyin Luo, Shang-Wen Li, Mingye Gao, Seunghak Yu, James R. Glass:
Cooperative Self-training of Machine Reading Comprehension. NAACL-HLT 2022: 244-257 - [c10]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: 4207-4218 - [i9]Yung-Sung Chuang
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. CoRR abs/2204.10298 (2022) - 2021
- [j3]Zenan Huang
Reconfigurable TPM Implemented with Ultralow-Power Management in 28nm CMOS Process for IoT SoC Design. J. Hardw. Syst. Secur. 5(1): 32-44 (2021) - [c9]Hongyin Luo, James R. Glass, Garima Lalwani, Yi Zhang, Shang-Wen Li:
Joint Retrieval-Extraction Training for Evidence-Aware Dialog Response Selection. Interspeech 2021: 3241-3245 - [i8]Hongyin Luo, Shang-Wen Li, James R. Glass:
Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks. CoRR abs/2101.09773 (2021) - [i7]Hongyin Luo, Shang-Wen Li, Seunghak Yu, James R. Glass:
Cooperative Learning of Zero-Shot Machine Reading Comprehension. CoRR abs/2103.07449 (2021) - [i6]Hongyin Luo, Shuyan Dong, Yung-Sung Chuang, Shang-Wen Li:
Meta-learning for downstream aware and agnostic pretraining. CoRR abs/2106.03270 (2021) - [i5]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 abs/2106.07240 (2021) - 2020
- [c8]Hongyin Luo, Shang-Wen Li, James R. Glass:
Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks. ClinicalNLP@EMNLP 2020: 136-145 - [c7]Hongyin Luo, Shang-Wen Li, James R. Glass:
Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption. INTERSPEECH 2020: 3895-3899 - [i4]Hongyin Luo, Shang-Wen Li, James R. Glass:
Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption. CoRR abs/2005.11153 (2020)
2010 – 2019
- 2019
- [c6]Hongyin Luo, Lan Jiang, Yonatan Belinkov, James R. Glass:
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future. ACL (1) 2019: 1483-1493 - [c5]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: 599-603 - [i3]Hongyin Luo, Lan Jiang, Yonatan Belinkov, James R. Glass:
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future. CoRR abs/1906.01702 (2019) - 2018
- [j2]Sizhao Li
Race-Condition-Aware and Hardware-Oriented Task Partitioning and Scheduling Using Entropy Maximization. IEEE Trans. Parallel Distributed Syst. 29(7): 1589-1604 (2018) - [c4]Hongyin Luo, James R. Glass:
Learning Word Representations with Cross-Sentence Dependencyfor End-to-End Co-reference Resolution. EMNLP 2018: 4829-4833 - 2017
- [i2]Hongyin Luo, Jie Fu, James R. Glass:
Bidirectional Backpropagation: Towards Biologically Plausible Error Signal Transmission in Neural Networks. CoRR abs/1702.07097 (2017) - 2016
- [c3]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: 1469-1475 - [i1]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 abs/1601.00917 (2016) - 2015
- [c2]Hongyin Luo, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun:
Online Learning of Interpretable Word Embeddings. EMNLP 2015: 1687-1692 - 2014
- [j1]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): 2818-2830 (2014) - [c1]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: 243-246
Coauthor Index
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last updated on 2024-11-28 20:32 CET by the dblp team
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