Bin Dong

GATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks ACL 2026 Hilbert-Geo: Solving Solid Geometric Problems by Neural-Symbolic Reasoning CVPR 2026 PaperRegister: Boosting Flexible-grained Paper Search via Hierarchical Register Indexing ACL 2026 RetroLM: Retrieval-Augmented KVs for Long-Context Processing AAAI 2026 SRCB at SemEval-2026 Task 5 A Multi-Target Finetuning Framework for Large Language Models with Joint Regression and Text Generation SemEval 2026 Deep Knowledge-Infused Transformer for NSCLC Lymph Node Station Metastasis Prediction: Development of an AI-Powered Intraoperative Decision System MICCAI 2025 Herald: A Natural Language Annotated Lean 4 Dataset ICLR 2025 Lymph Node Metastasis Classification with Prototype-guided Multiple Instance Aggregation and Heterogeneous Feature Fusion MICCAI 2025 Metastatic Lymph Node Station Classification in Esophageal Cancer via Prior-guided Supervision and Station-Aware Mixture-of-Experts MICCAI 2025 READoc: A Unified Benchmark for Realistic Document Structured Extraction ACL 2025 SRCB at SemEval-2025 Task 9: LLM Finetuning Approach based on External Attention Mechanism in The Food Hazard Detection SemEval 2025 The Linguistic Connectivities Within Large Language Models ACL 2025 Towards Robust Comparisons of NLP Models: A Case Study COLING 2025 Why and How LLMs Benefit from Knowledge Introspection in Commonsense Reasoning EMNLP 2025 A Multilevel Analysis of PubMed-only BERT-based Biomedical Models NAACL 2024 A Semantic Search Engine for Mathlib4 EMNLP 2024 ChatGPT Is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models COLING 2024 Few-shot Named Entity Recognition via Superposition Concept Discrimination COLING 2024 How Well Can a Genetic Algorithm Fine-tune Transformer Encoders? A First Approach NAACL 2024 Multilevel Analysis of Biomedical Domain Adaptation of Llama 2: What Matters the Most? A Case Study ACL 2024 Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models COLING 2024 SRCB at #SMM4H 2024: Making Full Use of LLM-based Data Augmentation in Adverse Drug Event Extraction and Normalization ACL 2024 Devil Is in the Queries: Advancing Mask Transformers for Real-World Medical Image Segmentation and Out-of-Distribution Localization CVPR 2023 SRCB at SemEval-2023 Task 2: A System of Complex Named Entity Recognition with External Knowledge SemEval 2023 Unsupervised Image Denoising with Score Function NeurIPS 2023 A Universal PINNs Method for Solving Partial Differential Equations with a Point Source IJCAI 2022 Meta-Auto-Decoder for Solving Parametric Partial Differential Equations NeurIPS 2022 MOTR: End-to-End Multiple-Object Tracking with TRansformer ECCV 2022 Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation IJCAI 2022 DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-Training AAAI 2021 SOLQ: Segmenting Objects by Learning Queries NeurIPS 2021 Dynamically Unfolding Recurrent Restorer: A Moving Endpoint Control Method for Image Restoration ICLR 2019 Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition EMNLP 2019 Nostalgic Adam: Weighting More of the Past Gradients When Designing the Adaptive Learning Rate IJCAI 2019 Supervised neural machine translation based on data augmentation and improved training & inference process EMNLP 2019 You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle NeurIPS 2019 Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations ICML 2018 PDE-Net: Learning PDEs from Data ICML 2018