Jinpeng Chen
11 papers · 2023–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (53)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Core AI
(5)
Natural Language Processing
(4)
Learning Types · Deep Learning
(4)
Resources & Methods
(4)
Computer Vision
(3)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Models
(2)
Reinforcement Learning
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Keywords
speculative decoding
(2)
video large language model
(2)
knowledge graph
(2)
multimodal large language model
(2)
catastrophic forgetting
(2)
semantic segmentation
(1)
zero-shot learning
(1)
reinforcement learning
(1)
preference learning
(1)
supervised fine-tuning
(1)
direct preference optimization
(1)
autoregressive generation
(1)
video understanding
(1)
class-incremental learning
(1)
text classification
(1)
language model
(1)
entropy minimization
(1)
entropy maximization
(1)
efficient inference
(1)
benchmark evaluation
(1)
Papers
DiMA: Distinguishing Resident and Tourist Preferences via Multi-Modal LLM Alignment for Out-of-Town Cross-Domain Recommendation
AAAI 2026
From Exploration to Exploitation: A Two-Stage Entropy RLVR Approach for Noise-Tolerant MLLM Training
CVPR 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
HLMEA: Unsupervised Entity Alignment Based on Hybrid Language Models
AAAI 2025
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation
EMNLP 2025
Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection
AAAI 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
Strike a Balance in Continual Panoptic Segmentation
ECCV 2024
Saving 100x Storage: Prototype Replay for Reconstructing Training Sample Distribution in Class-Incremental Semantic Segmentation
NeurIPS 2023