Weihua Luo

DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection ACL 2026 MirrorCAPTCHA: Wild CAPTCHA, Wild Distribution, Wild Web-based Platform Meet Multimodal LLM Agents ACL 2026 Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs AAAI 2026 HSCodeComp: A Realistic and Expert-level Agent Benchmark for Hierarchical Rule Application ACL 2026 M2PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation ACL 2026 From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models ACL 2026 Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation ACL 2026 Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding ACL 2026 LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy NAACL 2025 TG-LLaVA: Text Guided LLaVA via Learnable Latent Embeddings AAAI 2025 MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing AAAI 2025 A Unified Agentic Framework for Evaluating Conditional Image Generation ACL 2025 Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models ACL 2025 Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language ACL 2025 ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development ACL 2025 BooW-VTON: Boosting In-the-Wild Virtual Try-On via Mask-Free Pseudo Data Training CVPR 2025 UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation CVPR 2025 G2: Guided Generation for Enhanced Output Diversity in LLMs EMNLP 2025 Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding EMNLP 2025 MDP3: A Training-free Approach for List-wise Frame Selection in Video-LLMs ICCV 2025 TeEFusion: Blending Text Embeddings to Distill Classifier-Free Guidance ICCV 2025 CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation ICML 2025 Parrot: Multilingual Visual Instruction Tuning ICML 2025 CodeM: Less Data Yields More Versatility via Ability Matrix ACL 2024 Wings: Learning Multimodal LLMs without Text-only Forgetting NIPS 2024 Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees NIPS 2024 KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation AAAI 2022 Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022 Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation ACL 2022 Towards User-Driven Neural Machine Translation ACL 2021 Context-Interactive Pre-Training for Document Machine Translation NAACL 2021 Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation EMNLP 2021 Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables EMNLP 2021 TermMind: Alibaba’s WMT21 Machine Translation Using Terminologies Task Submission EMNLP 2021 QEMind: Alibaba’s Submission to the WMT21 Quality Estimation Shared Task EMNLP 2021 RoBLEURT Submission for WMT2021 Metrics Task EMNLP 2021 On Learning Universal Representations Across Languages ICLR 2021 Improving Context-Aware Neural Machine Translation with Source-side Monolingual Documents IJCAI 2021 [RETRACTED] Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training IJCNLP 2021 G-Transformer for Document-Level Machine Translation IJCNLP 2021 Towards User-Driven Neural Machine Translation IJCNLP 2021 Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation IJCNLP 2021 Adaptive Nearest Neighbor Machine Translation IJCNLP 2021 [RETRACTED] Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training ACL 2021 G-Transformer for Document-Level Machine Translation ACL 2021 Combining Static Word Embeddings and Contextual Representations for Bilingual Lexicon Induction IJCNLP 2021 Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation ACL 2021 Adaptive Nearest Neighbor Machine Translation ACL 2021 Combining Static Word Embeddings and Contextual Representations for Bilingual Lexicon Induction ACL 2021 GRET: Global Representation Enhanced Transformer AAAI 2020 Alignment-Enhanced Transformer for Constraining NMT with Pre-Specified Translations AAAI 2020 Uncertainty-Aware Semantic Augmentation for Neural Machine Translation EMNLP 2020 Iterative Domain-Repaired Back-Translation EMNLP 2020 Factorized Transformer for Multi-Domain Neural Machine Translation EMNLP 2020 Towards Enhancing Faithfulness for Neural Machine Translation EMNLP 2020 Multiscale Collaborative Deep Models for Neural Machine Translation ACL 2020 Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences ACL 2020 Language-aware Interlingua for Multilingual Neural Machine Translation ACL 2020 Domain Transfer based Data Augmentation for Neural Query Translation COLING 2020 Cross-Lingual Pre-Training Based Transfer for Zero-Shot Neural Machine Translation AAAI 2020 Acquiring Knowledge from Pre-Trained Model to Neural Machine Translation AAAI 2020 Contrastive Attention Mechanism for Abstractive Sentence Summarization EMNLP 2019 Contrastive Attention Mechanism for Abstractive Sentence Summarization IJCNLP 2019 Code-Switching for Enhancing NMT with Pre-Specified Translation NAACL 2019 Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention ACL 2019 Modeling Coherence for Neural Machine Translation with Dynamic and Topic Caches COLING 2018 Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings ACL 2018