Jianchen Zhu
5 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
(11)
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Mega-Team · Squad
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Research topics
Keywords
large language model
(2)
reinforcement learning
(2)
catastrophic forgetting
(1)
text generation
(1)
flow matching
(1)
reconstruction error
(1)
outlier handling
(1)
diffusion model
(1)
reward hacking
(1)
next-token prediction
(1)
continual pre-training
(1)
weight quantization
(1)
inference acceleration
(1)
speculative decoding
(1)
draft model
(1)
autoregressive decoding
(1)
weight-only quantization
(1)
target model
(1)
few-step sampling
(1)
ternary quantization
(1)
Papers
Flash-DMD: Towards High-Fidelity Few-Step Image Generation with Efficient Distillation and Joint Reinforcement Learning
CVPR 2026
Reinforcement Learning on Pre-Training Data
ACL 2026
Sherry: Hardware-Efficient 1.25-Bit Ternary Quantization via Fine-grained Sparsification
ACL 2026
PEARL: Parallel Speculative Decoding with Adaptive Draft Length
ICLR 2025
EasyQuant: An Efficient Data-free Quantization Algorithm for LLMs
EMNLP 2023