Jiale Cheng
21 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π¬ Deep Specialist (11)
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Deep Specialist
(11)
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(2)
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Dynamic Duo
(18)
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Conference Pioneer
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Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Top co-authors
Research topics
Artificial Intelligence
(17)
Core AI
(17)
Machine Learning
(11)
Natural Language Processing
(10)
Deep Learning
(8)
Learning Types Β· Machine Learning
(8)
Resources & Methods
(6)
Generation
(5)
Learning Types Β· Deep Learning
(4)
Models
(4)
Applications
(3)
Optimization & Theory
(2)
Security & Privacy
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
large language model
(11)
benchmark evaluation
(4)
instruction following
(2)
llm evaluation
(2)
dialogue safety
(2)
preference learning
(2)
prompt optimization
(2)
controllable generation
(2)
human preference
(2)
critique generation
(2)
explainable ai
(1)
preference optimization
(1)
logical reasoning
(1)
adversarial robustness
(1)
text generation
(1)
model evaluation
(1)
text classification
(1)
reinforcement learning from human feedback
(1)
toxic content detection
(1)
safety alignment
(1)
Papers
Data Efficient RLVR via Off-Policy Influence Guidance
ACL 2026
Glyph: Scaling Context Windows via Visual-Text Compression
ACL 2026
LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety
ACL 2026
VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation
AAAI 2026
A Survey of Post-Training Scaling in Large Language Models
ACL 2025
LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models
ACL 2025
LongSafety: Evaluating Long-Context Safety of Large Language Models
ACL 2025
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
ICLR 2025
Training Language Model to Critique for Better Refinement
ACL 2025
VPO: Aligning Text-to-Video Generation Models with Prompt Optimization
ICCV 2025
AlignBench: Benchmarking Chinese Alignment of Large Language Models
ACL 2024
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models
EMNLP 2024
Black-Box Prompt Optimization: Aligning Large Language Models without Model Training
ACL 2024
Consecutive-Contrastive Spherical U-net: Enhancing Reliability of Individualized Functional Brain Parcellation for Short-duration fMRI Scans
MICCAI 2024
CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation
ACL 2024
Disentangled Hybrid Transformer for Identification of Infants with Prenatal Drug Exposure
MICCAI 2024
Longitudinally Consistent Individualized Prediction of Infant Cortical Morphological Development
MICCAI 2024
InstructSafety: A Unified Framework for Building Multidimensional and Explainable Safety Detector through Instruction Tuning
EMNLP 2023
PAL: Persona-Augmented Emotional Support Conversation Generation
ACL 2023
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation
EMNLP 2022
On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark
ACL 2022