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Kaiyu Huang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

45

Venues

16

Active years

2016–2026

Best venue rank

A*

Where they publish

Papers

45 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLSiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework.Junpeng Liu, Jiuyi Li, Kaiyu Huang, Bo Jin, Degen Huang, Hui Xiong
2026ACLWhen Helpers Become Hazards: A Benchmark for Analyzing Multimodal LLM-Powered Safety in Daily Life.Xinyue Lou, Jinan Xu, Jingyi Yin, Xiaolong Wang, Zhaolu Kang, Liaoyouwei, Yixuan Wang, Xiangyu Shi, Fengran Mo, S. U. Yao, Kaiyu Huang
2026ACLLanguage-Coupled Reinforcement Learning for Multilingual Retrieval-Augmented Generation.Rui Qi, Fengran Mo, Yufeng Chen, Xue Zhang, Shuo Wang, Hongliang Li, Jinan Xu, Meng Jiang, Jian-Yun Nie, Kaiyu Huang
2026ACLThink Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning.Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Kaiyu Huang, Yufeng Chen, Jinan Xu, Jie Zhou
2026ACLOne Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment.Hao Zong, Conghu Yuan, Chao Bei, Wentao Chen, Huan Liu, Kaiyu Huang, Degen Huang
2026SIGIRCroSearch-R1: Better Leveraging Cross-lingual Knowledge for Retrieval-Augmented Generation.Rui Qi, Fengran Mo, Sijin Lu, Yufeng Chen, Jian-Yun Nie, Kaiyu Huang
2026SIGIRWeatherArchive: A Benchmark for Retrieval-Augmented Reasoning over Historical Weather Archives.Yongan Yu, Xianda Du, Qingchen Hu, Jiahao Liang, Jingwei Ni, Dan Qiang, Kaiyu Huang, Grant McKenzie, Rene Sieber, Fengran Mo
2025ACLMigician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models.You Li, Heyu Huang, Chi Chen, Kaiyu Huang, Chao Huang, Zonghao Guo, Zhiyuan Liu, Jinan Xu, Yuhua Li, Ruixuan Li, Maosong Sun
2025CIKMTowards Adaptive Personalized Conversational Information Retrieval.Fengran Mo, Yuchen Hui, Yuxing Tian, Zhaoxuan Tan, Chuan Meng, Zhan Su, Kaiyu Huang, Jian-Yun Nie
2025CLOUDAdaSpec: Adaptive Speculative Decoding for Fast, SLO-Aware Large Language Model Serving.Kaiyu Huang, Hao Wu, Zhubo Shi, Han Zou, Minchen Yu, Qingjiang Shi
2025EMNLPBoosting Data Utilization for Multilingual Dense Retrieval.Chao Huang, Fengran Mo, Yufeng Chen, Changhao Guan, Zhenrui Yue, Xinyu Wang, Jinan Xu, Kaiyu Huang
2025EMNLPMultilingual Collaborative Defense for Large Language Models.Hongliang Li, Jinan Xu, Gengping Cui, Changhao Guan, Fengran Mo, Kaiyu Huang
2025EMNLPThink in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model.Xinyue Lou, You Li, Jinan Xu, Xiangyu Shi, Chi Chen, Kaiyu Huang
2025EMNLPSoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models.Rui Qi, Zhibo Man, Yufeng Chen, Fengran Mo, Jinan Xu, Kaiyu Huang
2025EMNLPMUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models.Xiaolong Wang, Zhaolu Kang, Wangyuxuan Zhai, Xinyue Lou, Yunghwei Lai, Ziyue Wang, Yawen Wang, Kaiyu Huang, Yile Wang, Peng Li, Yang Liu
2025PRICAIBest of Both Worlds? A Glance at Efficient Reasoning for LLM-Based Machine Translation.Hao Zong, Wentao Chen, Chao Bei, Conghu Yuan, Huan Liu, Kaiyu Huang, Degen Huang
2024ACLDoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution.Yulong Mao, Kaiyu Huang, Changhao Guan, Ganglin Bao, Fengran Mo, Jinan Xu
2024ACLHistory-Aware Conversational Dense Retrieval.Fengran Mo, Chen Qu, Kelong Mao, Tianyu Zhu, Zhan Su, Kaiyu Huang, Jian-Yun Nie
2024CIKMAligning Query Representation with Rewritten Query and Relevance Judgments in Conversational Search.Fengran Mo, Chen Qu, Kelong Mao, Yihong Wu, Zhan Su, Kaiyu Huang, Jian-Yun Nie
2024CIKMHow to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval.Fengran Mo, Longxiang Zhao, Kaiyu Huang, Yue Dong, Degen Huang, Jian-Yun Nie
2024COLINGContext-Aware Non-Autoregressive Document-Level Translation with Sentence-Aligned Connectionist Temporal Classification.Hao Yu, Kaiyu Huang, Anqi Zhao, Junpeng Liu, Degen Huang
2024EMNLPICL: Iterative Continual Learning for Multi-domain Neural Machine Translation.Zhibo Man, Kaiyu Huang, Yujie Zhang, Yuanmeng Chen, Yufeng Chen, Jinan Xu
2024WWWConvSDG: Session Data Generation for Conversational Search.Fengran Mo, Bole Yi, Kelong Mao, Chen Qu, Kaiyu Huang, Jian-Yun Nie
2023ACLKnowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation.Kaiyu Huang, Peng Li, Jin Ma, Ting Yao, Yang Liu
2023ACLConvGQR: Generative Query Reformulation for Conversational Search.Fengran Mo, Kelong Mao, Yutao Zhu, Yihong Wu, Kaiyu Huang, Jian-Yun Nie
2023CSCWDHeteFed: Heterogeneous Federated Learning with Privacy-Preserving Binary Low-Rank Matrix Decomposition Method.Jiaqi Liu, Kaiyu Huang, Lunchen Xie
2023EMNLPLearn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation.Kaiyu Huang, Peng Li, Junpeng Liu, Maosong Sun, Yang Liu
2023EMNLPContinual Learning for Multilingual Neural Machine Translation via Dual Importance-based Model Division.Junpeng Liu, Kaiyu Huang, Hao Yu, Jiuyi Li, Jinsong Su, Degen Huang
2023ICASSPZO-DARTS: Differentiable Architecture Search with Zeroth-Order Approximation.Lunchen Xie, Kaiyu Huang, Fan Xu, Qingjiang Shi
2023KDDLearning to Relate to Previous Turns in Conversational Search.Fengran Mo, Jian-Yun Nie, Kaiyu Huang, Kelong Mao, Yutao Zhu, Peng Li, Yang Liu
2023KDDSequence As Genes: An User Behavior Modeling Framework for Fraud Transaction Detection in E-commerce.Ziming Wang, Qianru Wu, Baolin Zheng, Junjie Wang, Kaiyu Huang, Yanjie Shi
2022EMNLPEntropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Translation.Kaiyu Huang, Peng Li, Jin Ma, Yang Liu
2022EMNLPAdaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation.Junpeng Liu, Kaiyu Huang, Jiuyi Li, Huan Liu, Jinsong Su, Degen Huang
2021ACLEnhancing Chinese Word Segmentation via Pseudo Labels for Practicability.Kaiyu Huang, Junpeng Liu, Degen Huang, Deyi Xiong, Zhuang Liu, Jinsong Su
2021EMNLPLexicon-Based Graph Convolutional Network for Chinese Word Segmentation.Kaiyu Huang, Hao Yu, Junpeng Liu, Wei Liu, Jingxiang Cao, Degen Huang
2021EMNLPSegment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision.Mieradilijiang Maimaiti, Yang Liu, Yuanhang Zheng, Gang Chen, Kaiyu Huang, Ji Zhang, Huanbo Luan, Maosong Sun
2020CIKMDual Head-wise Coattention Network for Machine Comprehension with Multiple-Choice Questions.Zhuang Liu, Kaiyu Huang, Degen Huang, Zhuang Liu, Jun Zhao
2020ECAISemantics-Reinforced Networks for Question Generation.Zhuang Liu, Kaiyu Huang, Degen Huang, Jun Zhao
2020EMNLPA Joint Multiple Criteria Model in Transfer Learning for Cross-domain Chinese Word Segmentation.Kaiyu Huang, Degen Huang, Zhuang Liu, Fengran Mo
2020IJCAIFinBERT: A Pre-trained Financial Language Representation Model for Financial Text Mining.Zhuang Liu, Degen Huang, Kaiyu Huang, Zhuang Li, Jun Zhao
2019ISKEKnowledge-Aware LSTM for Machine Comprehension.Zhuang Liu, Kaiyu Huang, Ziyu Gao, Degen Huang
2019ISKEEnglish Drug Name Entity Recognition Method Based on Attention Mechanism BiLSTM-CRF.Yu Zhang, Li Guo, Degen Huang, Kaiyu Huang, Jiuyi Li, Zhang Pan
2018SMCCommon Subspace Pursuit for Distributed Compressed Sensing in Wireless Sensor Networks.Jing Liu, Kaiyu Huang
2017ICONIPAggregating Class Interactions for Hierarchical Attention Relation Extraction.Kaiyu Huang, Si Li, Guang Chen
2016EMNLPResearch on attention memory networks as a model for learning natural language inference.Zhuang Liu, Degen Huang, Jing Zhang, Kaiyu Huang