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2025

CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image GenerationMinghao Fu 0001, Guo-Hua Wang, Liangfu Cao, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang. icml 2025: [doi]

Better Fit: Accommodate Variations in Clothing Types for Virtual Try-OnDan Song 0006, Xuanpu Zhang, Jianhao Zeng, Pengxin Zhan, Qingguo Chen, Weihua Luo, An-An Liu. tcsv, 35(5):4287-4299, May 2025. [doi]

MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors RoutingHao Zhou 0012, Zhijun Wang, Shujian Huang, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Weihua Luo, Jiajun Chen 0001. AAAI 2025: 26092-26100 [doi]

Widening the bottleneck of lexical choice for non-autoregressive translationLiang Ding, Longyue Wang, Siyou Liu, Weihua Luo, Kaifu Zhang. csl, 92:101765, 2025. [doi]

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image GenerationLunhao Duan, Shanshan Zhao, Wenjun Yan, Yinglun Li, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Mingming Gong, Gui-Song Xia. cvpr 2025: 7963-7973 [doi]

LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment StrategyZhiwen Ruan, Yixia Li, He Zhu, Longyue Wang, Weihua Luo, Kaifu Zhang, Yun Chen 0007, Guanhua Chen 0001. naacl 2025: 1481-1495 [doi]

Parrot: Multilingual Visual Instruction TuningHai-Long Sun, Da-Wei Zhou 0001, Yang Li, Shiyin Lu, Chao Yi, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, De-Chuan Zhan, Han-Jia Ye. icml 2025: [doi]

A Unified Agentic Framework for Evaluating Conditional Image GenerationJifang Wang, Yangxue Yangxue, Longyue Wang, Zhenran Xu, Yiyu Wang, Yaowei Wang 0001, Weihua Luo, Kaifu Zhang, Baotian Hu, Min Zhang 0005. acl 2025: 12626-12646 [doi]

(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary TextsMinghao Wu, Jiahao Xu, Yulin Yuan, Gholamreza Haffari, Longyue Wang, Weihua Luo, Kaifu Zhang. tacl, 13:901-922, 2025. [doi]

TG-LLaVA: Text Guided LLaVA via Learnable Latent EmbeddingsDawei Yan, Pengcheng Li, Yang Li, Hao Chen, Qingguo Chen, Weihua Luo, Wei Dong, Qingsen Yan, Haokui Zhang, Chunhua Shen. AAAI 2025: 9076-9084 [doi]

Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning ModelsHuifeng Yin, Yu Zhao, Minghao Wu, Xuanfan Ni, Bo Zeng, Huaiyu. wh Huaiyu. wh, Tianqi Shi, Liangying Shao, Chenyang Lyu, Longyue Wang, Weihua Luo, Kaifu Zhang. acl 2025: 23506-23516 [doi]

BooW-VTON: Boosting In-the-Wild Virtual Try-On via Mask-Free Pseudo Data TrainingXuanpu Zhang, Dan Song 0006, Pengxin Zhan, Tianyu Chang, Jianhao Zeng, Qingguo Chen, Weihua Luo, An-An Liu. cvpr 2025: 26399-26408 [doi]

2024

Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference TreesSijia Chen, Yibo Wang 0005, Yi-Feng Wu, Qingguo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Lijun Zhang 0005. nips 2024: [doi]

Projective synchronization for quaternion-valued memristor-based neural networks under time-varying delaysJun Guo, Yanchao Shi, Yanzhao Cheng, Weihua Luo. nhm, 19(3):1156-1181, 2024. [doi]

CodeM: Less Data Yields More Versatility via Ability MatrixDaoguang Zan, Ailun Yu, Wei Liu 0007, Bo Shen, Shaoxin Lin, Yongshun Gong, Yafen Yao, Yan Liu, Bei Guan, Weihua Luo, Yongji Wang 0002, Qianxiang Wang, LiZhen Cui. acl 2014: 714-729 [doi]

DiffCoder: Enhancing Large Language Model on API Invocation via Analogical Code ExercisesDaoguang Zan, Ailun Yu, Bo Shen, Bei Chen, Wei Li, Yongshun Gong, Xiaolin Chen, Yafen Yao, Weihua Luo, Bei Guan, Yan Liu, Yongji Wang 0002, Qianxiang Wang, LiZhen Cui. pacmse, 1(FSE):406-426, 2024. [doi]

Wings: Learning Multimodal LLMs without Text-only ForgettingYi-Kai Zhang, Shiyin Lu, Yang Li, Yanqing Ma, Qingguo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, De-Chuan Zhan, Han-Jia Ye. nips 2024: [doi]

2022

KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense GenerationXin Liu, Dayiheng Liu, Baosong Yang, Haibo Zhang, Junwei Ding, Wenqing Yao, Weihua Luo, Haiying Zhang, Jinsong Su. AAAI 2022: 11029-11037 [doi]

Task-Oriented Dialogue System as Natural Language GenerationWeizhi Wang, Zhirui Zhang, Junliang Guo, Yinpei Dai, Boxing Chen, Weihua Luo. sigir 2022: 2698-2703 [doi]

Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine TranslationXiangpeng Wei, Heng Yu, Yue Hu 0002, Rongxiang Weng, Weihua Luo, Rong Jin. acl 2022: 7930-7944 [doi]

Deep Fusing Pre-trained Models into Neural Machine TranslationRongxiang Weng, Heng Yu, Weihua Luo, Min Zhang. AAAI 2022: 11468-11476 [doi]

Context-Adaptive Document-Level Neural Machine TranslationLinlin Zhang, Zhirui Zhang, Boxing Chen, Weihua Luo, Luo Si. icassp 2022: 6232-6236 [doi]

2021

RoBLEURT Submission for WMT2021 Metrics TaskYu Wan 0004, Dayiheng Liu, Baosong Yang, Tianchi Bi, Haibo Zhang, Boxing Chen, Weihua Luo, Derek F. Wong, Lidia S. Chao. wmt 2021: 1053-1058 [doi]

Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language GenerationXin Liu 0066, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Min Zhang, Haiying Zhang, Jinsong Su. acl 2021: 6001-6011 [doi]

Sentence-State LSTMs For Sequence-to-Sequence LearningXuefeng Bai, Yafu Li, Zhirui Zhang, Mingzhou Xu, Boxing Chen, Weihua Luo, Derek F. Wong, Yue Zhang 0004. nlpcc 2021: 104-115 [doi]

G-Transformer for Document-Level Machine TranslationGuangsheng Bao, Yue Zhang 0004, Zhiyang Teng, Boxing Chen, Weihua Luo. acl 2021: 3442-3455 [doi]

Improving Context-Aware Neural Machine Translation with Source-side Monolingual DocumentsLinqing Chen, Junhui Li, Zhengxian Gong, Xiangyu Duan, Boxing Chen, Weihua Luo, Min Zhang, Guodong Zhou. IJCAI 2021: 3794-3800 [doi]

Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-trainingLinqing Chen, Junhui Li, Zhengxian Gong, Boxing Chen, Weihua Luo, Min Zhang, Guodong Zhou. acl 2021: 2851-2861 [doi]

Towards User-Driven Neural Machine TranslationHuan Lin, Liang Yao, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Degen Huang, Jinsong Su. acl 2021: 4008-4018 [doi]

Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent VariablesWeizhi Wang, Zhirui Zhang, Yichao Du, Boxing Chen, Jun Xie, Weihua Luo. emnlp 2021: 4321-4327 [doi]

QEMind: Alibaba's Submission to the WMT21 Quality Estimation Shared TaskJiayi Wang, Ke Wang, Boxing Chen, Yu Zhao, Weihua Luo, Yuqi Zhang. wmt 2021: 948-954 [doi]

TermMind: Alibaba's WMT21 Machine Translation Using Terminologies Task SubmissionKe Wang, Shuqin Gu, Boxing Chen, Yu Zhao, Weihua Luo, Yuqi Zhang. wmt 2021: 851-856 [doi]

On Learning Universal Representations Across LanguagesXiangpeng Wei, Rongxiang Weng, Yue Hu 0002, Luxi Xing, Heng Yu, Weihua Luo. iclr 2021: [doi]

Context-Interactive Pre-Training for Document Machine TranslationPengcheng Yang, Pei Zhang 0011, Boxing Chen, Jun Xie, Weihua Luo. naacl 2021: 3589-3595 [doi]

Combining Static Word Embeddings and Contextual Representations for Bilingual Lexicon InductionJinpeng Zhang, Baijun Ji, Nini Xiao, Xiangyu Duan, Min Zhang 0005, Yangbin Shi, Weihua Luo. acl 2021: 2943-2955 [doi]

Adaptive Nearest Neighbor Machine TranslationXin Zheng, Zhirui Zhang, Junliang Guo, Shujian Huang, Boxing Chen, Weihua Luo, Jiajun Chen. acl 2021: 368-374 [doi]

Non-Parametric Unsupervised Domain Adaptation for Neural Machine TranslationXin Zheng, Zhirui Zhang, Shujian Huang, Boxing Chen, Jun Xie, Weihua Luo, Jiajun Chen. emnlp 2021: 4234-4241 [doi]

2020

Factorized Transformer for Multi-Domain Neural Machine TranslationYongchao Deng, Hongfei Yu, Heng Yu, Xiangyu Duan, Weihua Luo. emnlp 2020: 4221-4230 [doi]

Bilingual Dictionary Based Neural Machine Translation without Using Parallel SentencesXiangyu Duan, Baijun Ji, Hao Jia, Min Tan, Min Zhang 0005, Boxing Chen, Weihua Luo, Yue Zhang 0004. acl 2020: 1570-1579 [doi]

ECOM'20: The SIGIR 2020 Workshop on eCommerceDietmar Jannach, Surya Kallumadi, Tracy Holloway King, Weihua Luo, Shervin Malmasi. sigir 2020: 2459-2460 [doi]

Cross-Lingual Pre-Training Based Transfer for Zero-Shot Neural Machine TranslationBaijun Ji, Zhirui Zhang, Xiangyu Duan, Min Zhang, Boxing Chen, Weihua Luo. AAAI 2020: 115-122 [doi]

The Low-Latitude Plasma Irregularities after Sunrise from Multiple Observations in Both Hemispheres during the Recovery Phase of a StormWeihua Luo, Chao Xiong, Jisheng Xu, Zhengping Zhu, Shanshan Chang. remotesensing, 12(18):2897, 2020. [doi]

Towards Better Word Alignment in TransformerKai Song, Xiaoqing Zhou, Heng Yu, Zhongqiang Huang, Yue Zhang 0004, Weihua Luo, Xiangyu Duan, Min Zhang 0005. taslp, 28:1801-1812, 2020. [doi]

Alignment-Enhanced Transformer for Constraining NMT with Pre-Specified TranslationsKai Song, Kun Wang, Heng Yu, Yue Zhang 0004, Zhongqiang Huang, Weihua Luo, Xiangyu Duan, Min Zhang. AAAI 2020: 8886-8893 [doi]

Iterative Domain-Repaired Back-TranslationHao-Ran Wei, Zhirui Zhang, Boxing Chen, Weihua Luo. emnlp 2020: 5884-5893 [doi]

Multiscale Collaborative Deep Models for Neural Machine TranslationXiangpeng Wei, Heng Yu, Yue Hu 0002, Yue Zhang 0004, Rongxiang Weng, Weihua Luo. acl 2020: 414-426 [doi]

Uncertainty-Aware Semantic Augmentation for Neural Machine TranslationXiangpeng Wei, Heng Yu, Yue Hu 0002, Rongxiang Weng, Luxi Xing, Weihua Luo. emnlp 2020: 2724-2735 [doi]

Towards Enhancing Faithfulness for Neural Machine TranslationRongxiang Weng, Heng Yu, Xiangpeng Wei, Weihua Luo. emnlp 2020: 2675-2684 [doi]

GRET: Global Representation Enhanced TransformerRongxiang Weng, Hao-Ran Wei, Shujian Huang, Heng Yu, Lidong Bing, Weihua Luo, Jiajun Chen. AAAI 2020: 9258-9265 [doi]

Acquiring Knowledge from Pre-Trained Model to Neural Machine TranslationRongxiang Weng, Heng Yu, Shujian Huang, Shanbo Cheng, Weihua Luo. AAAI 2020: 9266-9273 [doi]

Domain Transfer based Data Augmentation for Neural Query TranslationLiang Yao, Baosong Yang, Haibo Zhang, Boxing Chen, Weihua Luo. COLING 2020: 4521-4533 [doi]

Language-aware Interlingua for Multilingual Neural Machine TranslationChangfeng Zhu, Heng Yu, Shanbo Cheng, Weihua Luo. acl 2020: 1650-1655 [doi]

2019

2018

2016

Web-Based Marine Engineering English Intelligent Training System DesignNing Zhang, Zhenzhen Dong, Zhipeng Shen, Chen Guo, Weihua Luo. asiasim 2016: 694-701 [doi]

2013

The TRGTK's System Description of the PatentMT Task at the NTCIR-10 WorkshopHao Xiong, Weihua Luo. ntcir 2013: [doi]

Simultaneous detection of hemodynamics, mitochondrial metabolism and light scattering changes during cortical spreading depression in rats based on multi-spectral optical imagingCui Yin, Fangyuan Zhou, Yaru Wang, Weihua Luo, Qingming Luo, Pengcheng Li. neuroimage, 76:70-80, 2013. [doi]

2011

Simultaneous monitoring of intracellular pH changes and hemodynamic response during cortical spreading depression by fluorescence-corrected multimodal optical imagingXiaoli Sun, Yaru Wang, Shangbin Chen, Weihua Luo, Pengcheng Li, Qingming Luo. neuroimage, 57(3):873-884, 2011. [doi]

2009

Characterizing the Complexity of Spontaneous Electrical Signals in Cultured Neuronal Networks Using Approximate EntropyLin Chen, Weihua Luo, Yong Deng, Zhen Wang, Shaoqun Zeng. titb, 13(3):405-410, 2009. [doi]

2008

ICT-Crossn: The System of Cross-lingual Information Retrieval of ICT in NTCIR-7Weihua Luo, Tian Xia, Ji Guo, Qun Liu. ntcir 2008: [doi]

2007

The ICT statistical machine translation systems for IWSLT 2007Zhongjun He, Haitao Mi, Yang Liu, Deyi Xiong, Weihua Luo, Yun Huang, Zhixiang Ren, Yajuan Lu, Qun Liu. iwslt 2007: 119-124 [doi]

2006

Experimental Performance Study of a User Intensive and Large-scale Digital Library FrameworkXiangwen Liao, Binxing Fang, Weihua Luo, Bin Wang. dial 2006: 332-339 [doi]

2005

Multi-layered Clustering for Hierarchical Topic DetectionManquan Yu, Weihua Luo, Bin Wang, Shuo Bai. iicai 2005: 1729-1741

2002

Semantic error checking in automatic proofreading for Chinese textsWeihua Luo, Zhensheng Luo, Xiaojin Gong. SMC 2002: 5 [doi]

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