Yilong Chen
12 papers · 2023–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (9)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(25)
β‘
Prolific Year
(5)
Conferences
ACL (6)
NIPS (2)
AAAI (1)
EMNLP (1)
ICCV (1)
ICML (1)
Top co-authors
Keywords
model compression
(3)
large language model
(3)
kv cache
(3)
memory efficiency
(2)
knowledge distillation
(2)
object detection
(1)
uncertainty quantification
(1)
contrastive learning
(1)
question answering
(1)
language model
(1)
video understanding
(1)
conditional computation
(1)
neural network optimization
(1)
efficient computing
(1)
link prediction
(1)
phase transition
(1)
attention mechanism
(1)
weight sharing
(1)
parameter sharing
(1)
self-supervised learning
(1)
Papers
Mitigating Safety Context Amnesia in Multimodal Reasoning Models via Intent-Guided Safety Reasoning
ACL 2026
StreamKV: Streaming Video Question-Answering with Segment-based KV Cache Retrieval and Compression
AAAI 2026
Uncertainty-Aware Routing for Principled Alignment with MoE Dynamics
ACL 2026
Polymorphic Universal Transformer
ACL 2026
Mixture of Hidden-Dimensions: Not All Hidden-Statesβ Dimensions are Needed in Transformer
ICML 2025
Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
ACL 2025
DHA: Learning Decoupled-Head Attention from Transformer Checkpoints via Adaptive Heads Fusion
NIPS 2024
On-Road Object Importance Estimation: A New Dataset and A Model with Multi-Fold Top-Down Guidance
NIPS 2024
NACL: A General and Effective KV Cache Eviction Framework for LLM at Inference Time
ACL 2024
LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion
ACL 2024
Unleashing the Power of Emojis in Texts via Self-supervised Graph Pre-Training
EMNLP 2024
FBLNet: FeedBack Loop Network for Driver Attention Prediction
ICCV 2023