Zhuo Liu
14 papers · 2023–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🌈 Renaissance Researcher (8)
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Interdisciplinary Bridge
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Keyword Pioneer
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Prolific Year
(7)
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Keyword Collector
(76)
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The Questioner
(2)
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Century Club
(11)
Conferences
AAAI (4)
EMNLP (4)
ACL (3)
CVPR (1)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
large language model
(4)
nonconvex optimization
(1)
inductive reasoning
(1)
subspace learning
(1)
mathematical reasoning
(1)
preference learning
(1)
direct preference optimization
(1)
video captioning
(1)
self-supervised learning
(1)
preference alignment
(1)
in-context learning
(1)
question answering
(1)
model evaluation
(1)
information retrieval
(1)
spectral clustering
(1)
multimodal learning
(1)
passage retrieval
(1)
quantum computing
(1)
object tracking
(1)
reinforcement learning
(1)
Papers
TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards
ACL 2026
RABot: Reinforcement-Guided Graph Augmentation for Imbalanced and Noisy Social Bot Detection
AAAI 2026
Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting
AAAI 2026
Same Company, Same Signal: The Role of Identity in Earnings Call Transcripts
ACL 2025
On the Role of Model Prior in Real-World Inductive Reasoning
EMNLP 2025
Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge
EMNLP 2025
TreeRare: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering
EMNLP 2025
What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning
AAAI 2025
Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment
ACL 2025
Mitigating Hallucinations in Multimodal Spatial Relations through Constraint-Aware Prompting
NAACL 2025
Learning to Transform Dynamically for Better Adversarial Transferability
CVPR 2024
Can CLIP Count Stars? An Empirical Study on Quantity Bias in CLIP
EMNLP 2024
Nonconvex Multiview Subspace Clustering Framework with Efficient Method Designs and Theoretical Analysis
IJCAI 2024
Ising-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under Uncertainty
AAAI 2023