Zining Liu
4 papers · 2019–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (6) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
Conferences
ACL (2)
EMNLP (1)
IJCAI (1)
Top co-authors
Keywords
speculative decoding
(2)
deep reinforcement learning
(1)
policy optimization
(1)
text generation
(1)
neural architecture search
(1)
efficient inference
(1)
efficient computing
(1)
resource allocation
(1)
autoregressive model
(1)
vision-language model
(1)
pipeline parallelism
(1)
inference optimization
(1)
decoding strategy
(1)
feature distillation
(1)
customer service
(1)
multimodal generation
(1)
large language model
(1)
neural network
(1)
generation refinement
(1)
customer routing
(1)
Papers
DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation
ACL 2026
PipeSpec: Breaking Stage Dependencies in Hierarchical LLM Decoding
ACL 2025
Mitigating Sequential Dependencies: A Survey of Algorithms and Systems for Generation-Refinement Frameworks in Autoregressive Models
EMNLP 2025
CRSRL: Customer Routing System Using Reinforcement Learning
IJCAI 2019