Linli Xu

DiG: Differential Grounding for Enhancing Fine-Grained Perception in Multimodal Large Language Models CVPR 2026 FastHybrid: Accelerating Hybrid Autoregressive Image Generation with Lookahead and Guided Decoding CVPR 2026 Multimodal Table Understanding with Difficulty-aware Reinforcement Learning AAAI 2026 MVP: Enhancing Video Large Language Models via Self-supervised Masked Video Prediction ACL 2026 TableMix: Enhancing Multimodal Table Reasoning in MLLMs from a Data-Centric Perspective CVPR 2026 Addressing Representation Collapse in Vector Quantized Models with One Linear Layer ICCV 2025 BASIC: Boosting Visual Alignment with Intrinsic Refined Embeddings in Multimodal Large Language Models ICCV 2025 Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025 S²MILE: Semantic-and-Structure-Aware Music-Driven Lyric Generation AAAI 2025 Tracking the Copyright of Large Vision-Language Models through Parameter Learning Adversarial Images ICLR 2025 Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes ACL 2025 Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators ICLR 2025 Empowering Diffusion Models on the Embedding Space for Text Generation NAACL 2024 Few-shot Temporal Pruning Accelerates Diffusion Models for Text Generation COLING 2024 Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer ACL 2024 HRVDA: High-Resolution Visual Document Assistant CVPR 2024 Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective NeurIPS 2024 Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction ACL 2024 Visual Hallucination Elevates Speech Recognition AAAI 2024 DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation EMNLP 2023 End-to-End Word-Level Pronunciation Assessment with MASK Pre-training Interspeech 2023 Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA AAAI 2023 Span-level Aspect-based Sentiment Analysis via Table Filling ACL 2023 CoCGAN: Contrastive Learning for Adversarial Category Text Generation COLING 2022 Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net NAACL 2022 Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation AAAI 2022 Hierarchical Multi-label Text Classification with Horizontal and Vertical Category Correlations EMNLP 2021 STL-SGD: Speeding Up Local SGD with Stagewise Communication Period AAAI 2021 Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation AAAI 2020 Incorporating BERT into Parallel Sequence Decoding with Adapters NeurIPS 2020 IntroVNMT: An Introspective Model for Variational Neural Machine Translation AAAI 2020 Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation ACL 2020 Adaptive Proximal Average Based Variance Reducing Stochastic Methods for Optimization with Composite Regularization AAAI 2019 Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent IJCAI 2019 Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input AAAI 2019 SPINE: Structural Identity Preserved Inductive Network Embedding IJCAI 2019 Enhancing Semantic Representations of Bilingual Word Embeddings with Syntactic Dependencies IJCAI 2018 Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective IJCAI 2015 Image Denoising and Inpainting with Deep Neural Networks NeurIPS 2012 Relaxed Clipping: A Global Training Method for Robust Regression and Classification NeurIPS 2010