shiqi chen

12 papers · 2021–2026 · 8 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

🏆 Grand Slam ❓ The Questioner (2) 💎 Century Club · Bronze 🗃️ Keyword Collector (57)

Venues

ICML (3) ACL (2) NeurIPS (2) AAAI (1) ECCV (1) EMNLP (1) ICCV (1) ICLR (1)

Top co-authors

Junxian He (8) Jinghan Zhang (5) Siyang Gao (4) Junteng Liu (3) Tongyao Zhu (3) Teng Xiao (2) Zhihai Xu (2) Yueting Chen (2) Miao Xiong (2) Huajun Feng (2)

Research topics

Artificial Intelligence (7) Core AI (7) Machine Learning (5) Natural Language Processing (5) Deep Learning (4) Resources & Methods (4) Application Areas (3) Computer Vision (2) Architectures (2) Learning Types (2) Models (2) Processing (2) Applications (1) Core Methods (1) Domain-Specific (1)

Keywords

large language model (3) text generation (2) point spread function (2) image restoration (2) remote sensing (1) factuality evaluation (1) in-context learning (1) model merging (1) attention mechanism (1) out-of-distribution generalization (1) multimodal learning (1) error detection (1) optical flow (1) perception (1) hidden state (1) low-resource language (1) language model (1) synthetic data (1) foundation model (1) reasoning (1)

Papers

How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective ACL 2026 Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging ICML 2025 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 Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas ICML 2025 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 In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation ICML 2024 On the Universal Truthfulness Hyperplane Inside LLMs EMNLP 2024 Composing Parameter-Efficient Modules with Arithmetic Operation NeurIPS 2023 FELM: Benchmarking Factuality Evaluation of Large Language Models NeurIPS 2023 Extreme-Quality Computational Imaging via Degradation Framework ICCV 2021