Weihua Luo

60 papers · 2018–2026 · 12 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (7) 🐝 Cross-Pollinator (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (85) 🌍 Conference Polyglot (12) 🤝 Dynamic Duo (18) 🏆 Grand Slam 🔬 Deep Specialist (30) 🧬 Topic Evolution ⚡ Prolific Year (12) 📈 Trend Setter 🗃️ Keyword Collector (236) 🔥 Unstoppable (5) 💎 Century Club (59)

Conferences

ACL (17) EMNLP (12) AAAI (9) IJCNLP (7) NAACL (3) COLING (2) CVPR (2) ICCV (2) ICML (2) NIPS (2) ICLR (1) IJCAI (1)

Top co-authors

Boxing Chen (18) Min Zhang (17) Kaifu Zhang (14) Heng Yu (12) Xiangyu Duan (10) Yue Zhang (8) Rongxiang Weng (8) Qing-Guo Chen (7) Baosong Yang (7) Haibo Zhang (7)

Research topics

Keywords

neural machine translation (24) large language model (9) attention mechanism (8) machine translation (5) transfer learning (5) data augmentation (5) document-level translation (5) text generation (4) domain adaptation (4) contrastive learning (4) knowledge distillation (4) transformer architecture (3) natural language generation (3) cross-lingual transfer (3) multi-task learning (3) zero-shot learning (3) abstractive summarization (3) uncertainty quantification (2) catastrophic forgetting (2) reinforcement learning (2)

Papers

Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs AAAI 2026

Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models ACL 2025

ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development ACL 2025

Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language ACL 2025

A Unified Agentic Framework for Evaluating Conditional Image Generation ACL 2025

LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy NAACL 2025

Parrot: Multilingual Visual Instruction Tuning ICML 2025

CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation ICML 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

TeEFusion: Blending Text Embeddings to Distill Classifier-Free Guidance ICCV 2025

MDP3: A Training-free Approach for List-wise Frame Selection in Video-LLMs ICCV 2025

Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding EMNLP 2025

G2: Guided Generation for Enhanced Output Diversity in LLMs EMNLP 2025

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation CVPR 2025

BooW-VTON: Boosting In-the-Wild Virtual Try-On via Mask-Free Pseudo Data Training CVPR 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

Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022

KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation AAAI 2022

Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation ACL 2022

Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation ACL 2021

Combining Static Word Embeddings and Contextual Representations for Bilingual Lexicon Induction IJCNLP 2021

Adaptive Nearest Neighbor Machine Translation IJCNLP 2021

On Learning Universal Representations Across Languages ICLR 2021

Context-Interactive Pre-Training for Document Machine Translation NAACL 2021

Towards User-Driven Neural Machine Translation ACL 2021

Improving Context-Aware Neural Machine Translation with Source-side Monolingual Documents IJCAI 2021

Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation IJCNLP 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

G-Transformer for Document-Level Machine Translation ACL 2021

Combining Static Word Embeddings and Contextual Representations for Bilingual Lexicon Induction ACL 2021

Adaptive Nearest Neighbor Machine Translation ACL 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

[RETRACTED] Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training ACL 2021

Cross-Lingual Pre-Training Based Transfer for Zero-Shot Neural Machine Translation AAAI 2020

Domain Transfer based Data Augmentation for Neural Query Translation COLING 2020

Language-aware Interlingua for Multilingual Neural Machine Translation ACL 2020

Towards Enhancing Faithfulness for Neural Machine Translation EMNLP 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

Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences ACL 2020

Multiscale Collaborative Deep Models for Neural Machine Translation ACL 2020

Acquiring Knowledge from Pre-Trained Model to Neural Machine Translation AAAI 2020

GRET: Global Representation Enhanced Transformer AAAI 2020

Alignment-Enhanced Transformer for Constraining NMT with Pre-Specified Translations AAAI 2020

Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention ACL 2019

Code-Switching for Enhancing NMT with Pre-Specified Translation NAACL 2019

Contrastive Attention Mechanism for Abstractive Sentence Summarization EMNLP 2019

Contrastive Attention Mechanism for Abstractive Sentence Summarization IJCNLP 2019

Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings ACL 2018

Modeling Coherence for Neural Machine Translation with Dynamic and Topic Caches COLING 2018