Hongyin Luo - RankMe

70 papers A* 10A 4C 1Journal 42Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	TreePS-RAG: Tree-based Process Supervision for Reinforcement Learning in Agentic RAG. CoRR Tianhua Zhang, Kun Li, Junan Li, Yunxiang Li, Hongyin Luo, Xixin Wu, Jim Glass, Helen Meng
2025	J	`jnl`	Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning. CoRR Hongyin Luo, Nathaniel Morgan, Tina Li, Derek Zhao, Ai Vy Ngo, Philip Schroeder, Lijie Yang, Assaf Ben-Kish, Jack O'Brien, James R. Glass
2025	—	`conf`	Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains. ACL (1) Kun Li, Tianhua Zhang, Xixin Wu, Hongyin Luo, James R. Glass, Helen M. Meng
2025	—	`conf`	Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution. ACL (Findings) Kun Li, Tianhua Zhang, Yunxiang Li, Hongyin Luo, Abdalla Mohamed Salama Sayed Moustafa, Xixin Wu, James R. Glass, Helen M. Meng
2025	J	`jnl`	Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution. CoRR Kun Li, Tianhua Zhang, Yunxiang Li, Hongyin Luo, Abdalla Moustafa, Xixin Wu, James R. Glass, Helen Meng
2025	J	`jnl`	Instructify: Demystifying Metadata to Visual Instruction Tuning Data Conversion. CoRR Jacob A. Hansen, Wei Lin, Junmo Kang, Muhammad Jehanzeb Mirza, Hongyin Luo, Rogério Feris, Alan Ritter, James R. Glass, Leonid Karlinsky
2025	J	`jnl`	Optimized Inference Scheme for Conditional Computation in On-Device Object Detection. IEEE Embed. Syst. Lett. Kairong Zhao, Yinghui Chang, Weikang Wu, Zirun Li, Hongyin Luo, Shan He, Donghui Guo
2025	A*	`conf`	Quantifying Generalization Complexity for Large Language Models. ICLR Zhenting Qi, Hongyin Luo, Xuliang Huang, Zhuokai Zhao, Yibo Jiang, Xiangjun Fan, Himabindu Lakkaraju, James R. Glass
2025	A*	`conf`	RAG-Zeval: Enhancing RAG Responses Evaluator through End-to-End Reasoning and Ranking-Based Reinforcement Learning. EMNLP Kun Li, Yunxiang Li, Tianhua Zhang, Hongyin Luo, Xixin Wu, James R. Glass, Helen M. Meng
2025	J	`jnl`	RAG-Zeval: Towards Robust and Interpretable Evaluation on RAG Responses through End-to-End Rule-Guided Reasoning. CoRR Kun Li, Yunxiang Li, Tianhua Zhang, Hongyin Luo, Xixin Wu, James R. Glass, Helen Meng
2025	J	`jnl`	ROVER: Recursive Reasoning Over Videos with Vision-Language Models for Embodied Tasks. CoRR Philip Schroeder, Ondrej Biza, Thomas Weng, Hongyin Luo, James Glass
2025	A*	`conf`	Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts. ICLR Junmo Kang, Leonid Karlinsky, Hongyin Luo, Zhen Wang, Jacob A. Hansen, James R. Glass, David Daniel Cox, Rameswar Panda, Rogério Feris, Alan Ritter
2025	—	`conf`	THREAD: Thinking Deeper with Recursive Spawning. NAACL (Long Papers) Philip Schroeder, Nathaniel Morgan, Hongyin Luo, James R. Glass
2024	A*	`conf`	Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers. EMNLP Tianhua Zhang, Kun Li, Hongyin Luo, Xixin Wu, James R. Glass, Helen Meng
2024	J	`jnl`	Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers. CoRR Tianhua Zhang, Kun Li, Hongyin Luo, Xixin Wu, James R. Glass, Helen Meng
2024	J	`jnl`	Addition is All You Need for Energy-efficient Language Models. CoRR Hongyin Luo, Wei Sun
2024	J	`jnl`	Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains. CoRR Kun Li, Tianhua Zhang, Xixin Wu, Hongyin Luo, James R. Glass, Helen Meng
2024	A*	`conf`	DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models. ICLR Yung-Sung Chuang, Yujia Xie, Hongyin Luo, Yoon Kim, James R. Glass, Pengcheng He
2024	A*	`conf`	HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding. ICML Zhaorun Chen, Zhuokai Zhao, Hongyin Luo, Huaxiu Yao, Bo Li, Jiawei Zhou
2024	J	`jnl`	HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding. CoRR Zhaorun Chen, Zhuokai Zhao, Hongyin Luo, Huaxiu Yao, Bo Li, Jiawei Zhou
2024	A*	`conf`	Listen, Think, and Understand. ICLR Yuan Gong, Hongyin Luo, Alexander H. Liu, Leonid Karlinsky, James R. Glass
2024	—	`conf`	Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning. NAACL-HLT (Findings) Tianhua Zhang, Jiaxin Ge, Hongyin Luo, Yung-Sung Chuang, Mingye Gao, Yuan Gong, Yoon Kim, Xixin Wu, Helen Meng, Jim Glass
2024	J	`jnl`	Quantifying Generalization Complexity for Large Language Models. CoRR Zhenting Qi, Hongyin Luo, Xuliang Huang, Zhuokai Zhao, Yibo Jiang, Xiangjun Fan, Himabindu Lakkaraju, James R. Glass
2024	J	`jnl`	RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation. CoRR Chi-Min Chan, Chunpu Xu, Ruibin Yuan, Hongyin Luo, Wei Xue, Yike Guo, Jie Fu
2024	J	`jnl`	Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts. CoRR Junmo Kang, Leonid Karlinsky, Hongyin Luo, Zhen Wang, Jacob A. Hansen, Jim Glass, David D. Cox, Rameswar Panda, Rogério Feris, Alan Ritter
2024	—	`conf`	Self-Specialization: Uncovering Latent Expertise within Large Language Models. ACL (Findings) Junmo Kang, Hongyin Luo, Yada Zhu, Jacob A. Hansen, James R. Glass, David D. Cox, Alan Ritter, Rogério Feris, Leonid Karlinsky
2024	J	`jnl`	THREAD: Thinking Deeper with Recursive Spawning. CoRR Philip Schroeder, Nathaniel Morgan, Hongyin Luo, James R. Glass
2024	J	`jnl`	Training Task Experts through Retrieval Based Distillation. CoRR Jiaxin Ge, Xueying Jia, Vijay Viswanathan, Hongyin Luo, Graham Neubig
2023	J	`jnl`	Chain of Thought Prompt Tuning in Vision Language Models. CoRR Jiaxin Ge, Hongyin Luo, Siyuan Qian, Yulu Gan, Jie Fu, Shanghang Zhang
2023	J	`jnl`	DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models. CoRR Yung-Sung Chuang, Yujia Xie, Hongyin Luo, Yoon Kim, James R. Glass, Pengcheng He
2023	J	`jnl`	Dynamic RRT: Fast Feasible Path Planning in Randomly Distributed Obstacle Environments. J. Intell. Robotic Syst. 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
2023	J	`jnl`	Efficient memory reuse methodology for CNN-based real-time image processing in mobile-embedded systems. J. Real Time Image Process. Kairong Zhao, Yinghui Chang, Weikang Wu, Hongyin Luo, Zirun Li, Shan He, Donghui Guo
2023	—	`conf`	Entailment as Robust Self-Learner. ACL (1) Jiaxin Ge, Hongyin Luo, Yoon Kim, James R. Glass
2023	J	`jnl`	Entailment as Robust Self-Learner. CoRR Jiaxin Ge, Hongyin Luo, Yoon Kim, James R. Glass
2023	J	`jnl`	Front-End Rectifier of Self-Compensation Matching with Parasitic Cancellation for Dual-Band RFID Tag. J. Circuits Syst. Comput. Xianming Liu, Yinghui Chang, Weikang Wu, Zhixin Zhou, Hongyin Luo, Wenrun Xiao, Chao Huang, Donghui Guo
2023	J	`jnl`	Interpretable Unified Language Checking. CoRR Tianhua Zhang, Hongyin Luo, Yung-Sung Chuang, Wei Fang, Luc Gaitskell, Thomas Hartvigsen, Xixin Wu, Danny Fox, Helen Meng, James R. Glass
2023	C	`conf`	Joint Audio and Speech Understanding. ASRU Yuan Gong, Alexander H. Liu, Hongyin Luo, Leonid Karlinsky, James R. Glass
2023	J	`jnl`	Joint Audio and Speech Understanding. CoRR Yuan Gong, Alexander H. Liu, Hongyin Luo, Leonid Karlinsky, James R. Glass
2023	J	`jnl`	Listen, Think, and Understand. CoRR Yuan Gong, Hongyin Luo, Alexander H. Liu, Leonid Karlinsky, James R. Glass
2023	A	`conf`	Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning. EACL Hongyin Luo, James R. Glass
2023	J	`jnl`	Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning. CoRR Hongyin Luo, James R. Glass
2023	J	`jnl`	Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning. CoRR Tianhua Zhang, Jiaxin Ge, Hongyin Luo, Yung-Sung Chuang, Mingye Gao, Yuan Gong, Xixin Wu, Yoon Kim, Helen Meng, James R. Glass
2023	J	`jnl`	SAIL: Search-Augmented Instruction Learning. CoRR Hongyin Luo, Yung-Sung Chuang, Yuan Gong, Tianhua Zhang, Yoon Kim, Xixin Wu, Danny Fox, Helen Meng, James R. Glass
2023	—	`conf`	Search Augmented Instruction Learning. EMNLP (Findings) Hongyin Luo, Tianhua Zhang, Yung-Sung Chuang, Yuan Gong, Yoon Kim, Xixin Wu, Helen Meng, James R. Glass
2023	J	`jnl`	Self-Specialization: Uncovering Latent Expertise within Large Language Models. CoRR Junmo Kang, Hongyin Luo, Yada Zhu, James R. Glass, David D. Cox, Alan Ritter, Rogério Feris, Leonid Karlinsky
2022	—	`conf`	Cooperative Self-training of Machine Reading Comprehension. NAACL-HLT Hongyin Luo, Shang-wen Li, Mingye Gao, Seunghak Yu, James R. Glass
2022	—	`conf`	DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. NAACL-HLT Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-wen Li, Scott Yih, Yoon Kim, James R. Glass
2022	J	`jnl`	DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. CoRR Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-wen Li, Wen-tau Yih, Yoon Kim, James R. Glass
2022	J	`jnl`	New paradigm of FPGA-based computational intelligence from surveying the implementation of DNN accelerators. Des. Autom. Embed. Syst. Yang You, Yinghui Chang, Weikang Wu, Bingrui Guo, Hongyin Luo, Xiaojie Liu, Bijing Liu, Kairong Zhao, Shan He, Lin Li, Donghui Guo
2022	—	`—`	Self-Training for Natural Language Processing Hongyin Luo
2021	J	`jnl`	Cooperative Learning of Zero-Shot Machine Reading Comprehension. CoRR Hongyin Luo, Shang-wen Li, Seunghak Yu, James R. Glass
2021	A	`conf`	Joint Retrieval-Extraction Training for Evidence-Aware Dialog Response Selection. Interspeech Hongyin Luo, James R. Glass, Garima Lalwani, Yi Zhang, Shang-wen Li
2021	J	`jnl`	Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks. CoRR Hongyin Luo, Shang-wen Li, James R. Glass
2021	J	`jnl`	Meta-learning for downstream aware and agnostic pretraining. CoRR Hongyin Luo, Shuyan Dong, Yung-Sung Chuang, Shang-wen Li
2021	J	`jnl`	Mitigating Biases in Toxic Language Detection through Invariant Rationalization. CoRR Yung-Sung Chuang, Mingye Gao, Hongyin Luo, James R. Glass, Hung-yi Lee, Yun-Nung Chen, Shang-wen Li
2021	J	`jnl`	Reconfigurable TPM Implemented with Ultralow-Power Management in 28nm CMOS Process for IoT SoC Design. J. Hardw. Syst. Secur. Zenan Huang, Xiao Zhang, Jiebin Su, Zhixin Zhou, Hongyin Luo, Donghui Guo
2020	—	`conf`	Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks. ClinicalNLP@EMNLP Hongyin Luo, Shang-wen Li, James R. Glass
2020	A	`conf`	Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption. INTERSPEECH Hongyin Luo, Shang-wen Li, James R. Glass
2020	J	`jnl`	Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption. CoRR Hongyin Luo, Shang-wen Li, James R. Glass
2019	—	`conf`	Improving Neural Language Models by Segmenting, Attending, and Predicting the Future. ACL (1) Hongyin Luo, Lan Jiang, Yonatan Belinkov, James R. Glass
2019	J	`jnl`	Improving Neural Language Models by Segmenting, Attending, and Predicting the Future. CoRR Hongyin Luo, Lan Jiang, Yonatan Belinkov, James R. Glass
2019	A	`conf`	Integrating Video Retrieval and Moment Detection in a Unified Corpus for Video Question Answering. INTERSPEECH Hongyin Luo, Mitra Mohtarami, James R. Glass, Karthik Krishnamurthy, Brigitte Richardson
2018	A*	`conf`	Learning Word Representations with Cross-Sentence Dependencyfor End-to-End Co-reference Resolution. EMNLP Hongyin Luo, James R. Glass
2018	J	`jnl`	Race-Condition-Aware and Hardware-Oriented Task Partitioning and Scheduling Using Entropy Maximization. IEEE Trans. Parallel Distributed Syst. Sizhao Li, Yuanzhi Zhang, Hongyin Luo, Yan Chen, Chao Lu, Donghui Guo
2017	J	`jnl`	Bidirectional Backpropagation: Towards Biologically Plausible Error Signal Transmission in Neural Networks. CoRR Hongyin Luo, Jie Fu, James R. Glass
2016	A*	`conf`	DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks. IJCAI Jie Fu, Hongyin Luo, Jiashi Feng, Kian Hsiang Low, Tat-Seng Chua
2016	J	`jnl`	DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks. CoRR Jie Fu, Hongyin Luo, Jiashi Feng, Kian Hsiang Low, Tat-Seng Chua
2015	A*	`conf`	Online Learning of Interpretable Word Embeddings. EMNLP Hongyin Luo, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun
2014	—	`conf`	Compiler Assisted Instruction Relocation for Performance Improvement of Cache Hit Rate and System Reliability. SERE (Companion) Benbin Chen, Lin Li, Yiyang Li, Hongyin Luo, Donghui Guo
2014	J	`jnl`	Hybrid circuit-switched network for on-chip communication in large-scale chip-multiprocessors. J. Parallel Distributed Comput. Hongyin Luo, Shaojun Wei, Deming Chen, Donghui Guo