Wei Peng

67 papers · 2019–2025 · 17 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🌍 Conference Polyglot (17) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (11) 🧬 Topic Evolution 🌱 Topic Pioneer 🏆 Grand Slam 🤝 Dynamic Duo (10) 🔬 Deep Specialist (11) 🚀 Conference Pioneer 🗃️ Keyword Collector (278) ⚡ Prolific Year (10) 📈 Trend Setter 🔥 Unstoppable (7) ❓ The Questioner 💎 Century Club (67)

Conferences

EMNLP (15) ACL (7) COLING (7) AAAI (6) ICLR (5) CVPR (4) ICCV (4) IJCNLP (4) MICCAI (3) INTERSPEECH (3) SEMEVAL (2) NAACL (2) JMLR (1) IJCAI (1) ICML (1) NIPS (1) AACL (1)

Top co-authors

Luxi Xing (10) Yuqiang Xie (10) Yue Hu (10) Ke Wang (8) Xiutian Zhao (8) Guoying Zhao (6) Cheng Li (6) Rongjun Li (6) Qun Liu (6) Weixuan Wang (6)

Research topics

Keywords

neural machine translation (7) pre-trained language model (5) domain adaptation (5) question answering (5) transfer learning (4) sentence representation (4) large language model (4) contrastive learning (3) language understanding (3) dialogue system (3) task-oriented dialog (3) biomedical translation (3) abstract meaning (3) data augmentation (3) error correction (3) text classification (3) unsupervised learning (2) pre-trained model (2) commonsense reasoning (2) few-shot learning (2)

Papers

FreeNet: Liberating Depth-Wise Separable Operations for Building Faster Mobile Vision Architectures AAAI 2025

WASABI: A Metric for Evaluating Morphometric Plausibility of Synthetic Brain MRIs MICCAI 2025

Generating Novel Brain Morphology by Deforming Learned Templates MICCAI 2025

Diffusion Sampling Correction via Approximately 10 Parameters ICML 2025

LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models ICLR 2025

WorkTeam: Constructing Workflows from Natural Language with Multi-Agents NAACL 2025

PFDiff: Training-Free Acceleration of Diffusion Models Combining Past and Future Scores ICLR 2025

Self-supervised Monocular Depth Estimation Robust to Reflective Surface Leveraged by Triplet Mining ICLR 2025

Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors ICLR 2025

LASeR: Towards Diversified and Generalizable Robot Design with Large Language Models ICLR 2025

Evaluating the Quality of Brain MRI Generators MICCAI 2024

Measuring the Inconsistency of Large Language Models in Preferential Ranking ACL 2024

Learning from Failure: Improving Meeting Summarization without Good Samples AAAI 2024

Self-Distillation Regularized Connectionist Temporal Classification Loss for Text Recognition: A Simple Yet Effective Approach AAAI 2024

Contextual Modeling for Document-level ASR Error Correction COLING 2024

Using Persuasive Writing Strategies to Explain and Detect Health Misinformation COLING 2024

MorphVAE: Advancing Morphological Design of Voxel-Based Soft Robots with Variational Autoencoders AAAI 2024

Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement EMNLP 2024

An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making EMNLP 2024

AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories EMNLP 2024

Assessing Factual Reliability of Large Language Model Knowledge NAACL 2024

Align Before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition CVPR 2024

Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach ACL 2024

Video Summarization Leveraging Multimodal Information for Presentations INTERSPEECH 2023

Intent Discovery with Frame-guided Semantic Regularization and Augmentation ACL 2023

Modality Unifying Network for Visible-Infrared Person Re-Identification ICCV 2023

Improving Table Structure Recognition With Visual-Alignment Sequential Coordinate Modeling CVPR 2023

Video Action Recognition with Attentive Semantic Units ICCV 2023

TOPLight: Lightweight Neural Networks With Task-Oriented Pretraining for Visible-Infrared Recognition CVPR 2023

PROSE: A Pronoun Omission Solution for Chinese-English Spoken Language Translation EMNLP 2023

Learning to Know Myself: A Coarse-to-Fine Persona-Aware Training Framework for Personalized Dialogue Generation AAAI 2023

M3Seg: A Maximum-Minimum Mutual Information Paradigm for Unsupervised Topic Segmentation in ASR Transcripts EMNLP 2023

ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue Summarization EMNLP 2023

New Datasets and Controllable Iterative Data Augmentation Method for Code-switching ASR Error Correction EMNLP 2023

Huawei BabelTar NMT at WMT22 Biomedical Translation Task: How We Further Improve Domain-specific NMT EMNLP 2022

COMMA: Modeling Relationship among Motivations, Emotions and Actions in Language-based Human Activities COLING 2022

Cross-lingual Feature Extraction from Monolingual Corpora for Low-resource Unsupervised Bilingual Lexicon Induction COLING 2022

Psychology-guided Controllable Story Generation COLING 2022

Learning Optimal K-Space Acquisition and Reconstruction Using Physics-Informed Neural Networks CVPR 2022

IRRGN: An Implicit Relational Reasoning Graph Network for Multi-turn Response Selection EMNLP 2022

FNeVR: Neural Volume Rendering for Face Animation NIPS 2022

Control Globally, Understand Locally: A Global-to-Local Hierarchical Graph Network for Emotional Support Conversation IJCAI 2022

ASR Error Correction with Constrained Decoding on Operation Prediction INTERSPEECH 2022

Scalable and Efficient Hypothesis Testing with Random Forests JMLR 2022

Huawei AARC’s Submissions to the WMT21 Biomedical Translation Task: Domain Adaption from a Practical Perspective EMNLP 2021

Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings EMNLP 2021

Robustness Testing of Language Understanding in Task-Oriented Dialog IJCNLP 2021

HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management IJCNLP 2021

IIE-NLP-Eyas at SemEval-2021 Task 4: Enhancing PLM for ReCAM with Special Tokens, Re-Ranking, Siamese Encoders and Back Translation IJCNLP 2021

Coreference Augmentation for Multi-Domain Task-Oriented Dialogue State Tracking INTERSPEECH 2021

IIE-NLP-Eyas at SemEval-2021 Task 4: Enhancing PLM for ReCAM with Special Tokens, Re-Ranking, Siamese Encoders and Back Translation ACL 2021

IIE-NLP-Eyas at SemEval-2021 Task 4: Enhancing PLM for ReCAM with Special Tokens, Re-Ranking, Siamese Encoders and Back Translation SEMEVAL 2021

HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management ACL 2021

Robustness Testing of Language Understanding in Task-Oriented Dialog ACL 2021

Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer ICCV 2021

When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021

metaCAT: A Metadata-based Task-oriented Chatbot Annotation Tool AACL 2020

Filtering Noisy Parallel Corpus using Transformers with Proxy Task Learning EMNLP 2020

Huawei’s Submissions to the WMT20 Biomedical Translation Task EMNLP 2020

IIE-NLP-NUT at SemEval-2020 Task 4: Guiding PLM with Prompt Template Reconstruction Strategy for ComVE COLING 2020

Bi-directional CognitiveThinking Network for Machine Reading Comprehension COLING 2020

Learning Graph Convolutional Network for Skeleton-Based Human Action Recognition by Neural Searching AAAI 2020

IIE-NLP-NUT at SemEval-2020 Task 4: Guiding PLM with Prompt Template Reconstruction Strategy for ComVE SEMEVAL 2020

Investigating BERT’s Knowledge of Language: Five Analysis Methods with NPIs EMNLP 2019

Investigating BERT’s Knowledge of Language: Five Analysis Methods with NPIs IJCNLP 2019

Huawei’s NMT Systems for the WMT 2019 Biomedical Translation Task ACL 2019

Remote Heart Rate Measurement From Highly Compressed Facial Videos: An End-to-End Deep Learning Solution With Video Enhancement ICCV 2019