Jinlan Fu
34 papers · 2019–2026 · 10 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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(11)
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(2)
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(12)
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Renaissance Researcher
(6)
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(3)
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Prolific Year Β· Prolific
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Century Club Β· Bronze
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Keyword Collector
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Venues
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Research topics
Artificial Intelligence
(20)
Machine Learning
(20)
Natural Language Processing
(20)
Core AI
(19)
Deep Learning
(15)
Core Methods
(11)
Learning Types Β· Machine Learning
(9)
Learning Types Β· Deep Learning
(7)
Resources & Methods
(7)
Applications
(6)
Models
(6)
Understanding
(6)
Architectures
(5)
Generation
(4)
Optimization & Theory
(4)
Keywords
named entity recognition
(6)
multimodal large language model
(5)
large language model
(4)
multi-task learning
(3)
vision-language model
(3)
sequence labeling
(3)
neural network
(3)
model evaluation
(3)
representation learning
(3)
layer selection
(2)
knowledge graph
(2)
safety alignment
(2)
system comparison
(2)
entity extraction
(2)
multilingual nlp
(2)
natural language inference
(2)
transfer learning
(2)
cross-lingual transfer
(2)
direct preference optimization
(2)
in-context learning
(2)
Papers
HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding
ACL 2026
LIBERO-Plus: A Progressive Robustness Benchmark for Visual-Language-Action Models
CVPR 2026
VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models
ICML 2025
CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs
ICLR 2025
FlipAttack: Jailbreak LLMs via Flipping
ICML 2025
Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency
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
Multimodal Language Models See Better When They Look Shallower
EMNLP 2025
Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Models
NAACL 2025
SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models
CVPR 2025
VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs
EMNLP 2025
World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning
ACL 2025
GPTScore: Evaluate as You Desire
NAACL 2024
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation
ACL 2024
Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism
EMNLP 2024
Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification
NAACL 2022
CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations
COLING 2022
DataLab: A Platform for Data Analysis and Intervention
ACL 2022
Polyglot Prompt: Multilingual Multitask Prompt Training
EMNLP 2022
A Partition Filter Network for Joint Entity and Relation Extraction
EMNLP 2021
ExplainaBoard: An Explainable Leaderboard for NLP
ACL 2021
Larger-Context Tagging: When and Why Does It Work?
NAACL 2021
SpanNER: Named Entity Re-/Recognition as Span Prediction
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
A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving
EMNLP 2020
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 Lexicon-Based Graph Neural Network for Chinese NER
EMNLP 2019
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning
ACL 2019
Learning Task-Specific Representation for Novel Words in Sequence Labeling
IJCAI 2019