Nan Yang

Two Pathways to Truthfulness: On the Intrinsic Encoding of LLM Hallucinations ACL 2026 Optimal Look-back Horizon for Time Series Forecasting in Federated Learning AAAI 2026 Synthetic Forgetting Without Access: A Few-Shot Zero-Glance Framework for Machine Unlearning AAAI 2026 Scaling Law Analysis in Federated Learning: How to Select the Optimal Model Size? AAAI 2026 MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings ACL 2026 Sonata: Self-Supervised Learning of Reliable Point Representations CVPR 2025 Class and Attribute-Aware Logit Adjustment for Generalized Long-Tail Learning AAAI 2025 Examining False Positives under Inference Scaling for Mathematical Reasoning EMNLP 2025 Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025 Generative Representational Instruction Tuning ICLR 2025 Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability ICLR 2025 mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data ACL 2025 Knowledge-Augmented Question Error Correction for Chinese Question Answer System with QuestionRAG EMNLP 2025 SMamba: Sparse Mamba for Event-based Object Detection AAAI 2025 Learning to Rank in Generative Retrieval AAAI 2024 Pygmtools: A Python Graph Matching Toolkit JMLR 2024 Improving Text Embeddings with Large Language Models ACL 2024 LongEmbed: Extending Embedding Models for Long Context Retrieval EMNLP 2024 Learning to Retrieve In-Context Examples for Large Language Models EACL 2024 FIRe: Fast Inverse Rendering Using Directional and Signed Distance Functions WACV 2024 PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training ICLR 2024 Behind the Scenes: Density Fields for Single View Reconstruction CVPR 2023 Combining Adversaries with Anti-adversaries in Training AAAI 2023 SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval ACL 2023 Multiview Identifiers Enhanced Generative Retrieval ACL 2023 Query2doc: Query Expansion with Large Language Models EMNLP 2023 Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset EMNLP 2022 MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments From a Single Moving Camera CVPR 2021 TANDEM: Tracking and Dense Mapping in Real-time using Deep Multi-view Stereo CORL 2021 xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering ACL 2021 xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering IJCNLP 2021 InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training NAACL 2021 D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry CVPR 2020 UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training ICML 2020 MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers NIPS 2020 Read + Verify: Machine Reading Comprehension with Unanswerable Questions AAAI 2019 Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension EMNLP 2019 Multi-Frame GAN: Image Enhancement for Stereo Visual Odometry in Low Light CORL 2019 Unified Language Model Pre-training for Natural Language Understanding and Generation NIPS 2019 Attention-Guided Answer Distillation for Machine Reading Comprehension EMNLP 2018 Neural Document Summarization by Jointly Learning to Score and Select Sentences ACL 2018 Deep Virtual Stereo Odometry: Leveraging Deep Depth Prediction for Monocular Direct Sparse Odometry ECCV 2018 Selective Encoding for Abstractive Sentence Summarization ACL 2017 Gated Self-Matching Networks for Reading Comprehension and Question Answering ACL 2017 Sequence-to-Dependency Neural Machine Translation ACL 2017 Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation COLING 2016 Modeling Mention, Context and Entity with Neural Networks for Entity Disambiguation IJCAI 2015 Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification ACL 2014 A Recursive Recurrent Neural Network for Statistical Machine Translation ACL 2014 Word Alignment Modeling with Context Dependent Deep Neural Network ACL 2013 Punctuation Prediction with Transition-based Parsing ACL 2013 Easy-First POS Tagging and Dependency Parsing with Beam Search ACL 2013 A Ranking-based Approach to Word Reordering for Statistical Machine Translation ACL 2012