Wei Li

FashionMAC: Deformation-Free Fashion Image Generation with Fine-Grained Model Appearance Customization AAAI 2026 Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization ACL 2026 Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging AAAI 2026 Real Garment Benchmark (RGBench): A Comprehensive Benchmark for Robotic Garment Manipulation Featuring a High-Fidelity Scalable Simulator AAAI 2026 Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging AAAI 2026 Two Pathways to Truthfulness: On the Intrinsic Encoding of LLM Hallucinations ACL 2026 AIRA: Activation-Informed Low-Rank Adaptation for Large Models ICCV 2025 AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction AAAI 2025 BayesKD: Bayesian Knowledge Distillation for Compact LLMs in Constrained Fine-tuning Scenarios ACL 2025 CtrlShift: Steering Language Models for Dense Quotation Retrieval with Dynamic Prompts IJCNLP 2025 Delta Decompression for MoE-based LLMs Compression ICML 2025 Efficient Fine-Tuning of Large Models via Nested Low-Rank Adaptation ICCV 2025 Encode Errors: Representational Retrieval of In-Context Demonstrations for Multilingual Grammatical Error Correction ACL 2025 Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction NAACL 2025 FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation ACL 2025 Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025 MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition ICML 2025 Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025 Adaptive Layer Sparsity for Large Language Models via Activation Correlation Assessment NeurIPS 2024 An Unsupervised Framework for Adaptive Context-aware Simplified-Traditional Chinese Character Conversion COLING 2024 CMD: A Cross Mechanism Domain Adaptation Dataset for 3D Object Detection ECCV 2024 DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection AAAI 2024 Detection-Correction Structure via General Language Model for Grammatical Error Correction ACL 2024 Enhancing Discourse Dependency Parsing with Sentence Dependency Parsing: A Unified Generative Method Based on Code Representation EMNLP 2024 IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection CVPR 2024 InstructEval: Instruction-Tuned Text Evaluator from Human Preference ACL 2024 KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction ACL 2024 MM-ChatAlign: A Novel Multimodal Reasoning Framework based on Large Language Models for Entity Alignment EMNLP 2024 UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion ACL 2024 Unlocking the Power of Large Language Models for Entity Alignment ACL 2024 PasCore: A Chinese Overlapping Relation Extraction Model Based on Global Pointer Annotation Strategy IJCAI 2023 SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point Cloud AAAI 2023 Transformation-Equivariant 3D Object Detection for Autonomous Driving AAAI 2023 WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning ACL 2023 Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning ACL 2022 FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness EMNLP 2022 HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning EMNLP 2022 Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases COLING 2022 No Stock is an Island: Learning Internal and Relational Attributes of Stocks with Contrastive Learning EMNLP 2022 Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation EMNLP 2022 UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022 Unsupervised Chinese Word Segmentation with BERT Oriented Probing and Transformation ACL 2022 Adaptive Surface Normal Constraint for Depth Estimation ICCV 2021 BASS: Boosting Abstractive Summarization with Unified Semantic Graph ACL 2021 Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling IJCAI 2021 Multi-view Depth Estimation using Epipolar Spatio-Temporal Networks CVPR 2021 Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs ACL 2021 SgSum:Transforming Multi-document Summarization into Sub-graph Selection EMNLP 2021 UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning ACL 2021 UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation. SemEval 2021 AutoRemover: Automatic Object Removal for Autonomous Driving Videos AAAI 2020 Channel Attention Based Iterative Residual Learning for Depth Map Super-Resolution CVPR 2020 DVI: Depth Guided Video Inpainting for Autonomous Driving ECCV 2020 Leveraging Graph to Improve Abstractive Multi-Document Summarization ACL 2020 Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View AAAI 2020 Modeling the Stock Relation with Graph Network for Overnight Stock Movement Prediction IJCAI 2020 Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model ACL 2019 Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network ACL 2018 Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling EMNLP 2018 Improving Neural Abstractive Document Summarization with Structural Regularization EMNLP 2018 Learning Universal Sentence Representations with Mean-Max Attention Autoencoder EMNLP 2018 Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation NAACL 2018 SGM: Sequence Generation Model for Multi-label Classification COLING 2018 Chinese Poetry Generation with Planning based Neural Network COLING 2016 Multi-level Gated Recurrent Neural Network for dialog act classification COLING 2016 A Preliminary Work on Classifying Time Granularities of Temporal Questions IJCNLP 2005