Ziheng Li
7 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Research topics
Keywords
reinforcement learning
(1)
image generation
(1)
object detection
(1)
mathematical reasoning
(1)
direct preference optimization
(1)
knowledge distillation
(1)
cross-lingual embedding
(1)
vector quantization
(1)
image recognition
(1)
diffusion model
(1)
tree search
(1)
information gain
(1)
denoising process
(1)
relative accuracy
(1)
credit assignment
(1)
dual encoder
(1)
sentence embedding
(1)
multilingual embedding
(1)
multi-step reasoning
(1)
representation learning
(1)
Papers
Beyond Step Pruning: Information Theory Based Step-level Optimization for Self-Refining Large Language Models
AAAI 2026
Efficient Thought Space Exploration Through Strategic Intervention
AAAI 2026
Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning
ACL 2026
ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process
ICLR 2024
ControlLLM: Augment Language Models with Tools by Searching on Graphs
ECCV 2024
Distilling Knowledge from Large-Scale Image Models for Object Detection
ECCV 2024
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding
ACL 2023