Bin Dong
39 papers · 2018–2026 · 14 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (11) π Renaissance Researcher (5) π Interdisciplinary Bridge π£ Hot Topic Early Bird
π
Conference Polyglot
(14)
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
π€
Dynamic Duo
(18)
π
Grand Slam
π§¬
Topic Evolution
π
Trend Setter
β‘
Prolific Year
(8)
π₯
Unstoppable
(5)
β
The Questioner
(3)
π
Century Club
(36)
ποΈ
Keyword Collector
(154)
Conferences
ACL (8)
COLING (4)
EMNLP (4)
NIPS (4)
IJCAI (3)
MICCAI (3)
AAAI (2)
ICLR (2)
ICML (2)
NAACL (2)
SEMEVAL (2)
CVPR (1)
ECCV (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(8)
named entity recognition
(6)
external knowledge
(4)
semantic segmentation
(3)
partial differential equation
(3)
attention mechanism
(3)
knowledge retrieval
(2)
physics-informed neural network
(2)
few-shot learning
(2)
bert model
(2)
contextual representation
(2)
information extraction
(2)
commonsense reasoning
(2)
anomaly detection
(2)
text classification
(2)
multilingual nlp
(2)
data augmentation
(2)
model evaluation
(2)
information retrieval
(2)
adam optimizer
(2)
Papers
PaperRegister: Boosting Flexible-grained Paper Search via Hierarchical Register Indexing
ACL 2026
RetroLM: Retrieval-Augmented KVs for Long-Context Processing
AAAI 2026
GATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks
ACL 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
Why and How LLMs Benefit from Knowledge Introspection in Commonsense Reasoning
EMNLP 2025
The Linguistic Connectivities Within Large Language Models
ACL 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
ACL 2025
Metastatic Lymph Node Station Classification in Esophageal Cancer via Prior-guided Supervision and Station-Aware Mixture-of-Experts
MICCAI 2025
SRCB at SemEval-2025 Task 9: LLM Finetuning Approach based on External Attention Mechanism in The Food Hazard Detection
SEMEVAL 2025
Towards Robust Comparisons of NLP Models: A Case Study
COLING 2025
Lymph Node Metastasis Classification with Prototype-guided Multiple Instance Aggregation and Heterogeneous Feature Fusion
MICCAI 2025
A Semantic Search Engine for Mathlib4
EMNLP 2024
Multilevel Analysis of Biomedical Domain Adaptation of Llama 2: What Matters the Most? A Case Study
ACL 2024
SRCB at #SMM4H 2024: Making Full Use of LLM-based Data Augmentation in Adverse Drug Event Extraction and Normalization
ACL 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
Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models
COLING 2024
A Multilevel Analysis of PubMed-only BERT-based Biomedical Models
NAACL 2024
How Well Can a Genetic Algorithm Fine-tune Transformer Encoders? A First Approach
NAACL 2024
SRCB at SemEval-2023 Task 2: A System of Complex Named Entity Recognition with External Knowledge
ACL 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
NIPS 2023
Devil Is in the Queries: Advancing Mask Transformers for Real-World Medical Image Segmentation and Out-of-Distribution Localization
CVPR 2023
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
A Universal PINNs Method for Solving Partial Differential Equations with a Point Source
IJCAI 2022
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations
NIPS 2022
SOLQ: Segmenting Objects by Learning Queries
NIPS 2021
DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-Training
AAAI 2021
Supervised neural machine translation based on data augmentation and improved training & inference process
EMNLP 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
Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition
IJCNLP 2019
You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle
NIPS 2019
Dynamically Unfolding Recurrent Restorer: A Moving Endpoint Control Method for Image Restoration
ICLR 2019
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations
ICML 2018
PDE-Net: Learning PDEs from Data
ICML 2018