Shansan Gong
13 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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(67)
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The Questioner
Venues
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Research topics
Deep Learning
(10)
Artificial Intelligence
(9)
Core AI
(9)
Models
(7)
Machine Learning
(6)
Natural Language Processing
(5)
Learning Types Β· Deep Learning
(4)
Optimization & Theory Β· Machine Learning
(4)
Resources & Methods
(3)
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(2)
Core Methods
(2)
Generation
(2)
Learning Types Β· Machine Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Techniques
(2)
Keywords
chain-of-thought reasoning
(4)
long context
(3)
autoregressive model
(3)
diffusion language model
(2)
text generation
(2)
diffusion model
(2)
language model
(2)
benchmark dataset
(1)
in-context learning
(1)
domain adaptation
(1)
video understanding
(1)
language model evaluation
(1)
multimodal learning
(1)
mathematical reasoning
(1)
discrete diffusion
(1)
language modeling
(1)
vision-language model
(1)
evaluation benchmark
(1)
context length
(1)
curriculum learning
(1)
Papers
EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving
ACL 2026
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning
ICLR 2025
Design Choices for Extending the Context Length of Visual Language Models
ACL 2025
Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition
EMNLP 2025
Scaling Diffusion Language Models via Adaptation from Autoregressive Models
ICLR 2025
Why Does the Effective Context Length of LLMs Fall Short?
ICLR 2025
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models
ACL 2024
Diffusion of Thought: Chain-of-Thought Reasoning in Diffusion Language Models
NeurIPS 2024
L-Eval: Instituting Standardized Evaluation for Long Context Language Models
ACL 2024
Training-Free Long-Context Scaling of Large Language Models
ICML 2024
DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models
ICLR 2023
DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion Models
EMNLP 2023
Transferable and Efficient: Unifying Dynamic Multi-Domain Product Categorization
ACL 2023