Tao Lei

DGKAN: Dual-branch Graph Kolmogorov-Arnold Network for Unsupervised Multimodal Change Detection AAAI 2026 SPEGC: Continual Test-Time Adaptation via Semantic-Prompt-Enhanced Graph Clustering for Medical Image Segmentation CVPR 2026 Adaptive Learning of High-Value Regions for Semi-Supervised Medical Image Segmentation ICCV 2025 EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing ICLR 2025 Instruction-Following Pruning for Large Language Models ICML 2025 "MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training" ECCV 2024 CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation IJCAI 2023 CoLT5: Faster Long-Range Transformers with Conditional Computation EMNLP 2023 Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference NeurIPS 2023 Rethinking the Role of Token Retrieval in Multi-Vector Retrieval NeurIPS 2023 Mixture-of-Experts with Expert Choice Routing NeurIPS 2022 Training Language Models with Memory Augmentation EMNLP 2022 Nutri-bullets Hybrid: Consensual Multi-document Summarization NAACL 2021 Nutri-bullets: Summarizing Health Studies by Composing Segments AAAI 2021 When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute EMNLP 2021 ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition Interspeech 2020 Autoregressive Knowledge Distillation through Imitation Learning EMNLP 2020 Interactive Classification by Asking Informative Questions ACL 2020 Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport ACL 2020 Structured Pruning of Large Language Models EMNLP 2020 AUTOHOME-ORCA at SemEval-2019 Task 8: Application of BERT for Fact-Checking in Community Forums SemEval 2019 Building a Production Model for Retrieval-Based Chatbots ACL 2019 Metric Learning for Dynamic Text Classification EMNLP 2019 Adversarial Domain Adaptation for Duplicate Question Detection EMNLP 2018 Simple Recurrent Units for Highly Parallelizable Recurrence EMNLP 2018 Deriving Neural Architectures from Sequence and Graph Kernels ICML 2017 Style Transfer from Non-Parallel Text by Cross-Alignment NeurIPS 2017 Learning to refine text based recommendations EMNLP 2016 Making Dependency Labeling Simple, Fast and Accurate NAACL 2016 Proceedings of the ACL 2016 Student Research Workshop ACL 2016 Rationalizing Neural Predictions EMNLP 2016 Semi-supervised Question Retrieval with Gated Convolutions NAACL 2016 SLS at SemEval-2016 Task 3: Neural-based Approaches for Ranking in Community Question Answering SemEval 2016 High-Order Low-Rank Tensors for Semantic Role Labeling NAACL 2015 Molding CNNs for text: non-linear, non-consecutive convolutions EMNLP 2015 Greed is Good if Randomized: New Inference for Dependency Parsing EMNLP 2014 Low-Rank Tensors for Scoring Dependency Structures ACL 2014 Steps to Excellence: Simple Inference with Refined Scoring of Dependency Trees ACL 2014 From Natural Language Specifications to Program Input Parsers ACL 2013 Learning High-Level Planning from Text ACL 2012