Xinghua Zhang
10 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (35) π§ Keyword Pioneer
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Conference Polyglot
(5)
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Cross-Pollinator
(13)
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Century Club
(10)
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(61)
Conferences
EMNLP (5)
ACL (2)
AAAI (1)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
large language model
(6)
benchmark evaluation
(2)
complex instruction
(2)
instruction following
(2)
imitation learning
(1)
policy optimization
(1)
differential privacy
(1)
knowledge transfer
(1)
multi-task learning
(1)
knowledge editing
(1)
model evaluation
(1)
dialogue generation
(1)
named entity recognition
(1)
preference optimization
(1)
direct preference optimization
(1)
privacy preservation
(1)
language model evaluation
(1)
safety alignment
(1)
error detection
(1)
transfer learning
(1)
Papers
On the Role of Attention Heads in Large Language Model Safety
ICLR 2025
IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization
ACL 2025
DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling
ACL 2025
Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing
EMNLP 2025
EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models
EMNLP 2025
How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States
EMNLP 2024
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
EMNLP 2024
Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation
AAAI 2023
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning
EMNLP 2021
Exploring Periodicity and Interactivity in Multi-Interest Framework for Sequential Recommendation
IJCAI 2021