Zijia Lin

LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs AAAI 2026 Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models COLING 2025 CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts NAACL 2025 DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs EMNLP 2025 Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method ACL 2025 Fast Quiet-STaR: Thinking Without Thought Tokens EMNLP 2025 LSNet: See Large, Focus Small CVPR 2025 Mitigating Hallucinations in Multi-modal Large Language Models via Image Token Attention-Guided Decoding NAACL 2025 NExtLong: Toward Effective Long-Context Training without Long Documents ICML 2025 Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning AAAI 2025 Scaffold-BPE: Enhancing Byte Pair Encoding for Large Language Models with Simple and Effective Scaffold Token Removal AAAI 2025 Temporal Scaling Law for Large Language Models EMNLP 2025 YOLOE: Real-Time Seeing Anything ICCV 2025 Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs COLING 2024 Evaluating Readability and Faithfulness of Concept-based Explanations EMNLP 2024 Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence ECCV 2024 MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models NAACL 2024 PYRA: Parallel Yielding Re-Activation for Training-Inference Efficient Task Adaptation ECCV 2024 RepViT: Revisiting Mobile CNN From ViT Perspective CVPR 2024 TaD: A Plug-and-Play Task-Aware Decoding Method to Better Adapt LLMs on Downstream Tasks IJCAI 2024 YOLOv10: Real-Time End-to-End Object Detection NeurIPS 2024 Confidence-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation ICCV 2023 ConTextual Masked Auto-Encoder for Dense Passage Retrieval AAAI 2023 Query-as-context Pre-training for Dense Passage Retrieval EMNLP 2023 InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings EMNLP 2022 RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval EMNLP 2022 Enhanced Meta-Learning for Cross-Lingual Named Entity Recognition with Minimal Resources AAAI 2020 IMRAM: Iterative Matching With Recurrent Attention Memory for Cross-Modal Image-Text Retrieval CVPR 2020 Shallow Feature Based Dense Attention Network for Crowd Counting AAAI 2020 Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language ACL 2020 UniTrans : Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data IJCAI 2020 GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition AAAI 2019 Show, Observe and Tell: Attribute-driven Attention Model for Image Captioning IJCAI 2018 Unsupervised Deep Hashing via Binary Latent Factor Models for Large-scale Cross-modal Retrieval IJCAI 2018 Semantics-Preserving Hashing for Cross-View Retrieval CVPR 2015 Multi-label Classification via Feature-aware Implicit Label Space Encoding ICML 2014 Image Tag Completion via Image-Specific and Tag-Specific Linear Sparse Reconstructions CVPR 2013