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Jinlan Fu

37 papers · 2019–2026 · 11 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🏃 Academic Marathon (6) 🌍 Conference Polyglot (11) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (8)
🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (11) 🏃 Academic Marathon (6) 👥 Mega-Team (34) 🤝 Dynamic Duo (14) 🧬 Topic Evolution 📈 Trend Setter The Questioner (3) Prolific Year (11) 🗃️ Keyword Collector (171) 💎 Century Club (36)

Conferences

ACL (10) EMNLP (10) IJCNLP (4) NAACL (4) CVPR (2) ICML (2) AAAI (1) COLING (1) EACL (1) ICLR (1) IJCAI (1)

Papers

HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding ACL 2026 $\mathcalVista\mathcalDPO$: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models ICML 2025 Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency ACL 2025 World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning ACL 2025 LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding ACL 2025 Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices CVPR 2025 SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models CVPR 2025 Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Models NAACL 2025 FlipAttack: Jailbreak LLMs via Flipping ICML 2025 Multimodal Language Models See Better When They Look Shallower EMNLP 2025 VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs EMNLP 2025 CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs ICLR 2025 GPTScore: Evaluate as You Desire NAACL 2024 Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism EMNLP 2024 LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024 Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification NAACL 2022 Polyglot Prompt: Multilingual Multitask Prompt Training EMNLP 2022 DataLab: A Platform for Data Analysis and Intervention ACL 2022 CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations COLING 2022 A Partition Filter Network for Joint Entity and Relation Extraction EMNLP 2021 SpanNER: Named Entity Re-/Recognition as Span Prediction ACL 2021 ExplainaBoard: An Explainable Leaderboard for NLP ACL 2021 TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ACL 2021 Towards More Fine-grained and Reliable NLP Performance Prediction EACL 2021 XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation EMNLP 2021 SpanNER: Named Entity Re-/Recognition as Span Prediction IJCNLP 2021 ExplainaBoard: An Explainable Leaderboard for NLP IJCNLP 2021 TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing IJCNLP 2021 Larger-Context Tagging: When and Why Does It Work? NAACL 2021 Interpretable Multi-dataset Evaluation for Named Entity Recognition EMNLP 2020 RethinkCWS: Is Chinese Word Segmentation a Solved Task? EMNLP 2020 Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study AAAI 2020 A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving EMNLP 2020 Learning Task-Specific Representation for Novel Words in Sequence Labeling IJCAI 2019 A Lexicon-Based Graph Neural Network for Chinese NER IJCNLP 2019 A Lexicon-Based Graph Neural Network for Chinese NER EMNLP 2019 Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning ACL 2019