Kaiyu Huang

85 papers A* 10A 5B 1C 1Misc 3Journal 41Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
Imagination Helps Visual Reasoning, But Not Yet in Latent Space.
CoRR
You Li, Chi Chen, Yanghao Li, Fanhu Zeng, Kaiyu Huang, Jinan Xu, Maosong Sun
2026 J jnl
Language-Coupled Reinforcement Learning for Multilingual Retrieval-Augmented Generation.
CoRR
Rui Qi, Fengran Mo, Yufeng Chen, Xue Zhang, Shuo Wang, Hongliang Li, Jinan Xu, Meng Jiang, Jian-Yun Nie, Kaiyu Huang
2026 J jnl
Nonintrusive Integrated Sensing and Noise-Aware Contrastive Learning for Advanced Building Occupancy Analysis.
J. Comput. Civ. Eng.
Kaiyu Huang, Kaijian Liu
2026 J jnl
Recognizing Activities of Daily Living for Activity-Centric Energy Efficiency in Residential Buildings: A Human Sensing and Deep Learning Approach.
IEEE Access
Kaiyu Huang, Kaijian Liu
2026 J jnl
When Helpers Become Hazards: A Benchmark for Analyzing Multimodal LLM-Powered Safety in Daily Life.
CoRR
Xinyue Lou, Jinan Xu, Jingyi Yin, Xiaolong Wang, Zhaolu Kang, Youwei Liao, Yixuan Wang, Xiangyu Shi, Fengran Mo, Su Yao, Kaiyu Huang
2026 J jnl
Workflow-R1: Group Sub-sequence Policy Optimization for Multi-turn Workflow Construction.
CoRR
Mingze Kong, Zikun Qu, Zhongquan Zhou, Pengyu Liang, Xiang Li, Zhiwei Shang, Zhi Hong, Kaiyu Huang, Zhiyong Wang, Zhongxiang Dai
2025 — conf
AdaSpec: Adaptive Speculative Decoding for Fast, SLO-Aware Large Language Model Serving.
SoCC
Kaiyu Huang, Hao Wu, Zhubo Shi, Han Zou, Minchen Yu, Qingjiang Shi
2025 J jnl
Adaptive Personalized Conversational Information Retrieval.
CoRR
Fengran Mo, Yuchen Hui, Yuxing Tian, Zhaoxuan Tan, Chuan Meng, Zhan Su, Kaiyu Huang, Jian-Yun Nie
2025 A* conf
Boosting Data Utilization for Multilingual Dense Retrieval.
EMNLP
Chao Huang, Fengran Mo, Yufeng Chen, Changhao Guan, Zhenrui Yue, Xinyu Wang, Jinan Xu, Kaiyu Huang
2025 J jnl
Boosting Data Utilization for Multilingual Dense Retrieval.
CoRR
Chao Huang, Fengran Mo, Yufeng Chen, Changhao Guan, Zhenrui Yue, Xinyu Wang, Jinan Xu, Kaiyu Huang
2025 — conf
Continual Learning for Multilingual Neural Machine Translation via Meta-Contrastive Memory Replay.
NLPCC (3)
Lin Zhou, Degen Huang, Junpeng Liu, Fengran Mo, Kaiyu Huang
2025 J jnl
Improving cross-lingual representation for semantic retrieval with code-switching.
Knowl. Based Syst.
Mieradilijiang Maimaiti, Yuanhang Zheng, Ji Zhang, Yue Zhang, Wenpei Luo, Kaiyu Huang
2025 J jnl
Long Story Generation via Knowledge Graph and Literary Theory.
CoRR
Ge Shi, Kaiyu Huang, Guochen Feng
2025 A* conf
MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models.
EMNLP
Xiaolong Wang, Zhaolu Kang, Wangyuxuan Zhai, Xinyue Lou, Yunghwei Lai, Ziyue Wang, Yawen Wang, Kaiyu Huang, Yile Wang, Peng Li, Yang Liu
2025 J jnl
MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models.
CoRR
Xiaolong Wang, Zhaolu Kang, Wangyuxuan Zhai, Xinyue Lou, Yunghwei Lai, Ziyue Wang, Yawen Wang, Kaiyu Huang, Yile Wang, Peng Li, Yang Liu
2025 — conf
Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models.
ACL (Findings)
You Li, Heyu Huang, Chi Chen, Kaiyu Huang, Chao Huang, Zonghao Guo, Zhiyuan Liu, Jinan Xu, Yuhua Li, Ruixuan Li, Maosong Sun
2025 J jnl
Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models.
CoRR
You Li, Heyu Huang, Chi Chen, Kaiyu Huang, Chao Huang, Zonghao Guo, Zhiyuan Liu, Jinan Xu, Yuhua Li, Ruixuan Li, Maosong Sun
2025 — conf
Multilingual Collaborative Defense for Large Language Models.
EMNLP (Findings)
Hongliang Li, Jinan Xu, Gengping Cui, Changhao Guan, Fengran Mo, Kaiyu Huang
2025 J jnl
Multilingual Collaborative Defense for Large Language Models.
CoRR
Hongliang Li, Jinan Xu, Gengping Cui, Changhao Guan, Fengran Mo, Kaiyu Huang
2025 J jnl
OmniGeo: Towards a Multimodal Large Language Models for Geospatial Artificial Intelligence.
CoRR
Long Yuan, Fengran Mo, Kaiyu Huang, Wenjie Wang, Wangyuxuan Zhai, Xiaoyu Zhu, You Li, Jinan Xu, Jian-Yun Nie
2025 — conf
SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models.
EMNLP (Findings)
Rui Qi, Zhibo Man, Yufeng Chen, Fengran Mo, Jinan Xu, Kaiyu Huang
2025 J jnl
SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models.
CoRR
Rui Qi, Zhibo Man, Yufeng Chen, Fengran Mo, Jinan Xu, Kaiyu Huang
2025 J jnl
SpecServe: Efficient and SLO-Aware Large Language Model Serving with Adaptive Speculative Decoding.
CoRR
Kaiyu Huang, Hao Wu, Zhubo Shi, Han Zou, Minchen Yu, Qingjiang Shi
2025 J jnl
Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning.
CoRR
Xue Zhang, Yunlong Liang, Fandong Meng, Songming Zhang, Kaiyu Huang, Yufeng Chen, Jinan Xu, Jie Zhou
2025 A* conf
Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model.
EMNLP
Xinyue Lou, You Li, Jinan Xu, Xiangyu Shi, Chi Chen, Kaiyu Huang
2025 J jnl
Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model.
CoRR
Xinyue Lou, You Li, Jinan Xu, Xiangyu Shi, Chi Chen, Kaiyu Huang
2025 A conf
Towards Adaptive Personalized Conversational Information Retrieval.
CIKM
Fengran Mo, Yuchen Hui, Yuxing Tian, Zhaoxuan Tan, Chuan Meng, Zhan Su, Kaiyu Huang, Jian-Yun Nie
2025 J jnl
WeatherArchive-Bench: Benchmarking Retrieval-Augmented Reasoning for Historical Weather Archives.
CoRR
Yongan Yu, Xianda Du, Qingchen Hu, Jiahao Liang, Jingwei Ni, Dan Qiang, Kaiyu Huang, Grant McKenzie, Renée Sieber, Fengran Mo
2024 J jnl
A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers.
CoRR
Kaiyu Huang, Fengran Mo, Hongliang Li, You Li, Yuanchi Zhang, Weijian Yi, Yulong Mao, Jinchen Liu, Yuzhuang Xu, Jinan Xu, Jian-Yun Nie, Yang Liu
2024 A conf
Aligning Query Representation with Rewritten Query and Relevance Judgments in Conversational Search.
CIKM
Fengran Mo, Chen Qu, Kelong Mao, Yihong Wu, Zhan Su, Kaiyu Huang, Jian-Yun Nie
2024 J jnl
Aligning Query Representation with Rewritten Query and Relevance Judgments in Conversational Search.
CoRR
Fengran Mo, Chen Qu, Kelong Mao, Yihong Wu, Zhan Su, Kaiyu Huang, Jian-Yun Nie
2024 — conf
Context-Aware Non-Autoregressive Document-Level Translation with Sentence-Aligned Connectionist Temporal Classification.
LREC/COLING
Hao Yu, Kaiyu Huang, Anqi Zhao, Junpeng Liu, Degen Huang
2024 — conf
ConvSDG: Session Data Generation for Conversational Search.
WWW (Companion Volume)
Fengran Mo, Bole Yi, Kelong Mao, Chen Qu, Kaiyu Huang, Jian-Yun Nie
2024 J jnl
ConvSDG: Session Data Generation for Conversational Search.
CoRR
Fengran Mo, Bole Yi, Kelong Mao, Chen Qu, Kaiyu Huang, Jian-Yun Nie
2024 — conf
DLUT-NLP Machine Translation Systems for WMT24 Low-Resource Indic Language Translation.
WMT
Chenfei Ju, Junpeng Liu, Kaiyu Huang, Degen Huang
2024 — conf
DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution.
ACL (1)
Yulong Mao, Kaiyu Huang, Changhao Guan, Ganglin Bao, Fengran Mo, Jinan Xu
2024 J jnl
DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution.
CoRR
Yulong Mao, Kaiyu Huang, Changhao Guan, Ganglin Bao, Fengran Mo, Jinan Xu
2024 — conf
History-Aware Conversational Dense Retrieval.
ACL (Findings)
Fengran Mo, Chen Qu, Kelong Mao, Tianyu Zhu, Zhan Su, Kaiyu Huang, Jian-Yun Nie
2024 J jnl
History-Aware Conversational Dense Retrieval.
CoRR
Fengran Mo, Chen Qu, Kelong Mao, Tianyu Zhu, Zhan Su, Kaiyu Huang, Jian-Yun Nie
2024 A conf
How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval.
CIKM
Fengran Mo, Longxiang Zhao, Kaiyu Huang, Yue Dong, Degen Huang, Jian-Yun Nie
2024 J jnl
How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval.
CoRR
Fengran Mo, Longxiang Zhao, Kaiyu Huang, Yue Dong, Degen Huang, Jian-Yun Nie
2024 — conf
ICL: Iterative Continual Learning for Multi-domain Neural Machine Translation.
EMNLP (Findings)
Zhibo Man, Kaiyu Huang, Yujie Zhang, Yuanmeng Chen, Yufeng Chen, Jinan Xu
2024 J jnl
Improving Cross-lingual Representation for Semantic Retrieval with Code-switching.
CoRR
Mieradilijiang Maimaiti, Yuanhang Zheng, Ji Zhang, Fei Huang, Yue Zhang, Wenpei Luo, Kaiyu Huang
2023 A* conf
Continual Learning for Multilingual Neural Machine Translation via Dual Importance-based Model Division.
EMNLP
Junpeng Liu, Kaiyu Huang, Hao Yu, JiuYi Li, Jinsong Su, Degen Huang
2023 — conf
ConvGQR: Generative Query Reformulation for Conversational Search.
ACL (1)
Fengran Mo, Kelong Mao, Yutao Zhu, Yihong Wu, Kaiyu Huang, Jian-Yun Nie
2023 J jnl
ConvGQR: Generative Query Reformulation for Conversational Search.
CoRR
Fengran Mo, Kelong Mao, Yutao Zhu, Yihong Wu, Kaiyu Huang, Jian-Yun Nie
2023 — conf
DUTNLP System for the WMT2023 Discourse-Level Literary Translation.
WMT
Anqi Zhao, Kaiyu Huang, Hao Yu, Degen Huang
2023 C conf
HeteFed: Heterogeneous Federated Learning with Privacy-Preserving Binary Low-Rank Matrix Decomposition Method.
CSCWD
Jiaqi Liu, Kaiyu Huang, Lunchen Xie
2023 — conf
Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation.
ACL (1)
Kaiyu Huang, Peng Li, Jin Ma, Ting Yao, Yang Liu
2023 A* conf
Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation.
EMNLP
Kaiyu Huang, Peng Li, Junpeng Liu, Maosong Sun, Yang Liu
2023 A* conf
Learning to Relate to Previous Turns in Conversational Search.
KDD
Fengran Mo, Jian-Yun Nie, Kaiyu Huang, Kelong Mao, Yutao Zhu, Peng Li, Yang Liu
2023 J jnl
Learning to Relate to Previous Turns in Conversational Search.
CoRR
Fengran Mo, Jian-Yun Nie, Kaiyu Huang, Kelong Mao, Yutao Zhu, Peng Li, Yang Liu
2023 A* conf
Sequence As Genes: An User Behavior Modeling Framework for Fraud Transaction Detection in E-commerce.
KDD
Ziming Wang, Qianru Wu, Baolin Zheng, Junjie Wang, Kaiyu Huang, Yanjie Shi
2023 Misc conf
ZO-DARTS: Differentiable Architecture Search with Zeroth-Order Approximation.
ICASSP
Lunchen Xie, Kaiyu Huang, Fan Xu, Qingjiang Shi
2022 A* conf
Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation.
EMNLP
Junpeng Liu, Kaiyu Huang, JiuYi Li, Huan Liu, Jinsong Su, Degen Huang
2022 J jnl
Domain-Aware Word Segmentation for Chinese Language: A Document-Level Context-Aware Model.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Kaiyu Huang, Keli Xiao, Fengran Mo, Bo Jin, Zhuang Liu, Degen Huang
2022 A* conf
Entropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Translation.
EMNLP
Kaiyu Huang, Peng Li, Jin Ma, Yang Liu
2022 J jnl
Iterative tensor eigen rank minimization for low-rank tensor completion.
Inf. Sci.
Liyu Su, Jing Liu, Xiaoqing Tian, Kaiyu Huang, Shuncheng Tan
2021 — conf
Adaptive Transformer for Multilingual Neural Machine Translation.
NLPCC (1)
Junpeng Liu, Kaiyu Huang, JiuYi Li, Huan Liu, Degen Huang
2021 — conf
DUTNLP Machine Translation System for WMT21 Triangular Translation Task.
WMT@EMNLP
Huan Liu, Junpeng Liu, Kaiyu Huang, Degen Huang
2021 — conf
Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability.
ACL/IJCNLP (Findings)
Kaiyu Huang, Junpeng Liu, Degen Huang, Deyi Xiong, Zhuang Liu, Jinsong Su
2021 — conf
Lexicon-Based Graph Convolutional Network for Chinese Word Segmentation.
EMNLP (Findings)
Kaiyu Huang, Hao Yu, Junpeng Liu, Wei Liu, Jingxiang Cao, Degen Huang
2021 — conf
Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision.
EMNLP (1)
Mieradilijiang Maimaiti, Yang Liu, Yuanhang Zheng, Gang Chen, Kaiyu Huang, Ji Zhang, Huanbo Luan, Maosong Sun
2021 J jnl
Simultaneous Detection and Tracking of Moving-Target Shadows in ViSAR Imagery.
IEEE Trans. Geosci. Remote. Sens.
Xiaoqing Tian, Jing Liu, Mahendra Mallick, Kaiyu Huang
2020 — conf
A Joint Multiple Criteria Model in Transfer Learning for Cross-domain Chinese Word Segmentation.
EMNLP (1)
Kaiyu Huang, Degen Huang, Zhuang Liu, Fengran Mo
2020 A conf
Dual Head-wise Coattention Network for Machine Comprehension with Multiple-Choice Questions.
CIKM
Zhuang Liu, Kaiyu Huang, Degen Huang, Zhuang Liu, Jun Zhao
2020 A* conf
FinBERT: A Pre-trained Financial Language Representation Model for Financial Text Mining.
IJCAI
Zhuang Liu, Degen Huang, Kaiyu Huang, Zhuang Li, Jun Zhao
2020 J jnl
Hybrid Particle Filter Based Dynamic Compressed Sensing for Signal-Level Multitarget Tracking.
IEEE Access
Jing Liu, Xiaoyu Jiang, Xiaoqing Tian, Mahendra Mallick, Kaiyu Huang, Chaoqun Ma
2020 J jnl
Multilinear Plus Sparse Based Tensor Completion for Long-Term Operating Large-Scale and Heterogeneous Sensor Networks.
IEEE Trans. Wirel. Commun.
Kaiyu Huang, Jing Liu, Dawei Song, Xiaoqing Tian, Liyu Su
2020 J jnl
Pretraining Financial Text Encoder Enhanced by Lifelong Learning.
IEEE Access
Zhuang Liu, Degen Huang, Kaiyu Huang
2020 A conf
Semantics-Reinforced Networks for Question Generation.
ECAI
Zhuang Liu, Kaiyu Huang, Degen Huang, Jun Zhao
2020 J jnl
Unified Generative Adversarial Networks for Multiple-Choice Oriented Machine Comprehension.
ACM Trans. Intell. Syst. Technol.
Zhuang Liu, Keli Xiao, Bo Jin, Kaiyu Huang, Degen Huang, Yunxia Zhang
2019 Misc conf
English Drug Name Entity Recognition Method Based on Attention Mechanism BiLSTM-CRF.
ISKE
Yu Zhang, Li Guo, Degen Huang, Kaiyu Huang, JiuYi Li, Zhang Pan
2019 Misc conf
Knowledge-Aware LSTM for Machine Comprehension.
ISKE
Zhuang Liu, Kaiyu Huang, Ziyu Gao, Degen Huang
2018 B conf
Common Subspace Pursuit for Distributed Compressed Sensing in Wireless Sensor Networks.
SMC
Jing Liu, Kaiyu Huang
2018 J jnl
Corpus Expansion for Neural CWS on Microblog-Oriented Data with
IEICE Trans. Inf. Syst.
Jing Zhang, Degen Huang, Kaiyu Huang, Zhuang Liu, Fuji Ren
2018 J jnl
Distributed Compressed Sensing Based Ground Moving Target Indication for Dual-Channel SAR System.
Sensors
Jing Liu, Xiaoqing Tian, Jiayuan Jiang, Kaiyu Huang
2018 J jnl
Incorporating Prior Knowledge into Word Embedding for Chinese Word Similarity Measurement.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Degen Huang, Jiahuan Pei, Cong Zhang, Kaiyu Huang, Jianjun Ma
2018 J jnl
Inner-Outer Support Set Pursuit for Distributed Compressed Sensing.
IEEE Trans. Signal Process.
Kaiyu Huang, Jing Liu
2018 J jnl
Reasoning with Self-attention and Inference Model for Machine Comprehension.
Res. Comput. Sci.
Zhuang Liu, Degen Huang, Kaiyu Huang, Jing Zhang
2017 — conf
Aggregating Class Interactions for Hierarchical Attention Relation Extraction.
ICONIP (2)
Kaiyu Huang, Si Li, Guang Chen
2017 J jnl
An Efficient Distributed Compressed Sensing Algorithm for Decentralized Sensor Network.
Sensors
Jing Liu, Kaiyu Huang, Guoxian Zhang
2017 — conf
DIM Reader: Dual Interaction Model for Machine Comprehension.
CCL
Zhuang Liu, Degen Huang, Kaiyu Huang, Jing Zhang
2016 — conf
Research on attention memory networks as a model for learning natural language inference.
SPNLP@EMNLP
Zhuang Liu, Degen Huang, Jing Zhang, Kaiyu Huang
2012 — conf
Blind frequency offset estimation and intercarrier interference cancelation for FD-MC-CDMA systems in aerial vehicle communication.
MILCOM
John Ellinger, Randy Depoy, Josh Sanderson, Kaiyu Huang, Zhiqiang Wu