Shiyu Hu
8 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (3)
AAAI (2)
ACL (1)
ICCV (1)
ICML (1)
Top co-authors
Keywords
video understanding
(3)
multi-modal learning
(2)
object tracking
(2)
multimodal learning
(2)
vision-language tracking
(2)
reinforcement learning
(2)
vision-language model
(2)
visual reasoning
(1)
visual search
(1)
benchmark dataset
(1)
cross-domain generalization
(1)
semantic annotation
(1)
prompt tuning
(1)
adaptive memory
(1)
memory-based learning
(1)
adaptive reasoning
(1)
spatio-temporal reasoning
(1)
instance tracking
(1)
large language model
(1)
long video
(1)
Papers
Look Less, Reason More: Rollout-Guided Adaptive Pixel-Space Reasoning
ACL 2026
CausalStep: A Benchmark for Explicit Stepwise Causal Reasoning in Videos
AAAI 2026
VerifyBench: A Systematic Benchmark for Evaluating Reasoning Verifiers Across Domains
AAAI 2026
CSTrack: Enhancing RGB-X Tracking via Compact Spatiotemporal Features
ICML 2025
ATCTrack: Aligning Target-Context Cues with Dynamic Target States for Robust Vision-Language Tracking
ICCV 2025
MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts
NIPS 2024
Beyond Accuracy: Tracking more like Human via Visual Search
NIPS 2024
A Multi-modal Global Instance Tracking Benchmark (MGIT): Better Locating Target in Complex Spatio-temporal and Causal Relationship
NIPS 2023