← Authors

Tao Lei

39 papers · 2012–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (13) 🐝 Cross-Pollinator (3) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (63) πŸ† Grand Slam 🀝 Dynamic Duo (15) πŸ‘₯ Mega-Team (29) πŸ—ƒοΈ Keyword Collector (117) πŸ’Ž Century Club (38) πŸ”₯ Unstoppable (14) ⚑ Prolific Year (5)

Conferences

EMNLP (12) ACL (8) NAACL (4) NIPS (4) AAAI (2) ICML (2) SEMEVAL (2) ECCV (1) ICCV (1) ICLR (1) IJCAI (1) INTERSPEECH (1)

Top co-authors

Regina Barzilay (15) Tommi Jaakkola (9) Nan Du (5) LILI YU (5) Jeremy Wohlwend (5) yuan zhang (4) Yu Zhang (3) Alessandro Moschitti (3) Ruoming Pang (3) Vincent Zhao (3)

Keywords

model compression (5) language modeling (4) text classification (3) recurrent neural network (3) multi-document summarization (2) intent classification (2) question answering (2) efficient computing (2) language model (2) conditional computation (2) machine translation (2) medical image segmentation (2) sparse activation (2) knowledge transfer (1) attention mechanism (1) vision transformer (1) optimal transport (1) style transfer (1) semi-supervised learning (1) active learning (1)

Papers

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