Jinpeng Chen
10 papers · 2023–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19)
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Keyword Pioneer
π£
Hot Topic Early Bird
β‘
Prolific Year
(5)
Conferences
AAAI (4)
EMNLP (2)
ACL (1)
ECCV (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
video large language model
(2)
speculative decoding
(2)
knowledge graph
(2)
continual learning
(1)
semantic segmentation
(1)
benchmark evaluation
(1)
zero-shot learning
(1)
preference learning
(1)
direct preference optimization
(1)
autoregressive generation
(1)
video understanding
(1)
class-incremental learning
(1)
efficient inference
(1)
supervised fine-tuning
(1)
language model
(1)
text classification
(1)
multimodal large language model
(1)
text embedding
(1)
token pruning
(1)
catastrophic forgetting
(1)
Papers
DiMA: Distinguishing Resident and Tourist Preferences via Multi-Modal LLM Alignment for Out-of-Town Cross-Domain Recommendation
AAAI 2026
See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs
ACL 2026
VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models
AAAI 2026
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation
EMNLP 2025
SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning
ICML 2025
SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning
EMNLP 2025
HLMEA: Unsupervised Entity Alignment Based on Hybrid Language Models
AAAI 2025
Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection
AAAI 2025
Strike a Balance in Continual Panoptic Segmentation
ECCV 2024
Saving 100x Storage: Prototype Replay for Reconstructing Training Sample Distribution in Class-Incremental Semantic Segmentation
NIPS 2023