Shilong Li
15 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (36) π Conference Polyglot Β· Silver π Conference Pioneer π Renaissance Researcher (5)
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Research topics
Artificial Intelligence
(12)
Core AI
(11)
Machine Learning
(9)
Learning Types
(9)
Natural Language Processing
(7)
Applications
(4)
Resources & Methods
(4)
Computer Vision
(2)
Deep Learning
(2)
Application Areas
(2)
Generation
(2)
Models
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Analysis
(1)
Keywords
large language model
(7)
domain adaptation
(2)
factuality evaluation
(2)
few-shot learning
(2)
question answering
(2)
relation extraction
(2)
chinese language
(2)
instruction following
(2)
benchmark evaluation
(2)
direct preference optimization
(2)
change detection
(1)
in-context learning
(1)
reward modeling
(1)
chain-of-thought reasoning
(1)
preference learning
(1)
fine-grained classification
(1)
preference optimization
(1)
visual question answering
(1)
cross-domain learning
(1)
object recognition
(1)
Papers
Sparsely Timing the Change: A Spiking Temporal Framework for Remote Sensing Interpretation
CVPR 2026
2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision
NAACL 2025
AIR: Complex Instruction Generation via Automatic Iterative Refinement
EMNLP 2025
BotSim: LLM-Powered Malicious Social Botnet Simulation
AAAI 2025
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?
ACL 2025
Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models
ACL 2025
DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models
NAACL 2025
MuSC: Improving Complex Instruction Following with Multi-granularity Self-Contrastive Training
ACL 2025
See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models
ACL 2025
Token Preference Optimization with Self-Calibrated Visual-Anchored Rewards for Hallucination Mitigation
EMNLP 2025
Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning
NAACL 2024
Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction
NAACL 2024
GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models
EMNLP 2024
Harnessing Temporal Information for Precise Frame-Level Predictions in Endoscopy Videos
MICCAI 2024
Always the Best Fit: Adaptive Domain Gap Filling from Causal Perspective for Few-Shot Relation Extraction
EMNLP 2023