Xiaofeng Hou
6 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Academic Marathon (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
ACL (1)
EACL (1)
EMNLP (1)
Top co-authors
Keywords
large language model
(4)
attention mechanism
(2)
chain-of-thought reasoning
(2)
attention modeling
(1)
computational efficiency
(1)
early exit
(1)
redundancy reduction
(1)
label aggregation
(1)
crowd sourcing
(1)
machine teaching
(1)
parameter-efficient fine-tuning
(1)
inference efficiency
(1)
kv cache compression
(1)
chain of thought reasoning
(1)
low-rank adapter
(1)
computational budget
(1)
graph neural network
(1)
adaptive precision
(1)
adaptive teaching
(1)
entropy-based confidence
(1)
Papers
Aggregating Crowd of LLMs for Cost-Effective Data Annotation
EACL 2026
DesireKV: Decoupling Sensitivity and Importance for Reasoning-Aware KV Cache Compression
AAAI 2026
AdaReason: Progressive Training of Multi-LoRA Adapters for Budget-Adaptive Language Reasoning Models
AAAI 2026
Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models
ACL 2026
LoRAExit: Empowering Dynamic Modulation of LLMs in Resource-limited Settings using Low-rank Adapters
EMNLP 2024
Fine-Grained Machine Teaching with Attention Modeling
AAAI 2020