conftrace_

Fenglin Liu

29 papers · 2018–2025 · 11 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+10 more ↓ πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (7) πŸ—ΊοΈ Taxonomy Completionist (55)
πŸ—ΊοΈ Taxonomy Completionist (55) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🧬 Topic Evolution 🀝 Dynamic Duo (15) πŸ“ˆ Trend Setter ⚑ Prolific Year (10) πŸ”₯ Unstoppable (8) πŸ—ƒοΈ Keyword Collector (107) πŸ’Ž Century Club (29)

Conferences

NIPS (7) ACL (5) EMNLP (4) AAAI (3) IJCNLP (3) COLING (2) CONLL (1) CVPR (1) IJCAI (1) MICCAI (1) NAACL (1)

Papers

DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning EMNLP 2025 MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning MICCAI 2025 Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning EMNLP 2025 Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark EMNLP 2024 MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning ACL 2023 Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels ACL 2023 Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective NIPS 2023 End-to-end Spoken Conversational Question Answering: Task, Dataset and Model NAACL 2022 Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions NIPS 2022 Class-Aware Adversarial Transformers for Medical Image Segmentation NIPS 2022 Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations NIPS 2022 Contrastive Attention for Automatic Chest X-ray Report Generation ACL 2021 O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning ACL 2021 Competence-based Multimodal Curriculum Learning for Medical Report Generation ACL 2021 Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention AAAI 2021 Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation CVPR 2021 Non-Autoregressive Coarse-to-Fine Video Captioning AAAI 2021 Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation NIPS 2021 Competence-based Multimodal Curriculum Learning for Medical Report Generation IJCNLP 2021 Contrastive Attention for Automatic Chest X-ray Report Generation IJCNLP 2021 O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning IJCNLP 2021 Prophet Attention: Predicting Attention with Future Attention NIPS 2020 Federated Learning for Spoken Language Understanding COLING 2020 Federated Learning for Vision-and-Language Grounding Problems AAAI 2020 Rethinking Skip Connection with Layer Normalization COLING 2020 Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations NIPS 2019 Self-Adaptive Scaling for Learnable Residual Structure CONLL 2019 Exploring and Distilling Cross-Modal Information for Image Captioning IJCAI 2019 simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions EMNLP 2018