shiqi chen
12 papers · 2021–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(17)
π
Conference Polyglot
(8)
π
Grand Slam
π
Century Club
(11)
β
The Questioner
Conferences
ICML (3)
ACL (2)
NIPS (2)
AAAI (1)
ECCV (1)
EMNLP (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
large language model
(2)
point spread function
(2)
image restoration
(2)
out-of-distribution generalization
(1)
remote sensing
(1)
error detection
(1)
optical flow
(1)
low-resource language
(1)
language model
(1)
synthetic datum
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
scaling law
(1)
weight space
(1)
data quality
(1)
cross-domain generalization
(1)
model performance
(1)
data filtering
(1)
internal representation
(1)
arithmetic operation
(1)
Papers
How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective
ACL 2026
Revisiting Scaling Laws for Language Models: The Role of Data Quality and Training Strategies
ACL 2025
WeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning
ICLR 2025
Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging
ICML 2025
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas
ICML 2025
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation
ICML 2024
Deep Linear Array Pushbroom Image Restoration: A Degradation Pipeline and Jitter-Aware Restoration Network
AAAI 2024
DualDn: Dual-domain Denoising via Differentiable ISP
ECCV 2024
On the Universal Truthfulness Hyperplane Inside LLMs
EMNLP 2024
Composing Parameter-Efficient Modules with Arithmetic Operation
NIPS 2023
FELM: Benchmarking Factuality Evaluation of Large Language Models
NIPS 2023
Extreme-Quality Computational Imaging via Degradation Framework
ICCV 2021