Ziqian Liu
5 papers · 2025–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
⭐
Rising Star
(5)
👥
Mega-Team · Squad
Top co-authors
Research topics
Artificial Intelligence
(3)
Core AI
(3)
Computer Science
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Systems
(2)
Data Science & Analytics
(1)
Machine Learning
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Types
(1)
Optimization & Theory · Machine Learning
(1)
Understanding
(1)
Keywords
prompt optimization
(2)
large language model
(2)
syntactic parsing
(1)
neural network optimization
(1)
instruction tuning
(1)
state transition
(1)
gradient approximation
(1)
cross-entropy loss
(1)
dynamic bayesian network
(1)
cross entropy
(1)
multilingual model
(1)
cross-lingual generalization
(1)
temporal evolution
(1)
structural reasoning
(1)
incident detection
(1)
cloud network
(1)
token-level evaluation
(1)
preference-based task
(1)
token-level understanding
(1)
internet monitoring
(1)
Papers
BayWatch: Practical Internet-Scale Topology Monitoring with Dynamic Bayesian Estimation
NSDI 2026
Gradient-Guided Multi-Judge Prompt Optimization
ACL 2026
Skyline: A Cloud Centric Internet Monitoring Engine
NSDI 2026
TASE: Token Awareness and Structured Evaluation for Multilingual Language Models
AAAI 2026
PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models
EMNLP 2025