Xuchen Li
10 papers · 2023–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird ποΈ Keyword Collector (57)
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI Β· Artificial Intelligence
(7)
Computer Vision
(6)
Analysis
(4)
Processing
(3)
Natural Language Processing
(2)
Core AI Β· Computer Vision
(2)
Resources & Methods
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Machine Learning
(1)
Reinforcement Learning
(1)
Cognitive Science
(1)
Domain-Specific
(1)
Generation
(1)
Keywords
multimodal learning
(4)
video understanding
(3)
vision-language tracking
(2)
object tracking
(2)
large language model
(2)
vision-language model
(2)
reinforcement learning
(2)
question answering
(1)
visual object tracking
(1)
reward modeling
(1)
visual search
(1)
benchmark dataset
(1)
visual reasoning
(1)
multimodal large language model
(1)
causal reasoning
(1)
prompt tuning
(1)
semantic annotation
(1)
cross-domain generalization
(1)
iterative alignment
(1)
hallucination reduction
(1)
Papers
CausalStep: A Benchmark for Explicit Stepwise Causal Reasoning in Videos
AAAI 2026
Look Less, Reason More: Rollout-Guided Adaptive Pixel-Space Reasoning
ACL 2026
Select Less, Reason More: Prioritizing Evidence Purity for Video Reasoning
CVPR 2026
VerifyBench: A Systematic Benchmark for Evaluating Reasoning Verifiers Across Domains
AAAI 2026
ATCTrack: Aligning Target-Context Cues with Dynamic Target States for Robust Vision-Language Tracking
ICCV 2025
CSTrack: Enhancing RGB-X Tracking via Compact Spatiotemporal Features
ICML 2025
Multimodal Knowledge Retrieval-Augmented Iterative Alignment for Satellite Commonsense Conversation
IJCAI 2025
Beyond Accuracy: Tracking more like Human via Visual Search
NeurIPS 2024
MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts
NeurIPS 2024
A Multi-modal Global Instance Tracking Benchmark (MGIT): Better Locating Target in Complex Spatio-temporal and Causal Relationship
NeurIPS 2023