Ferdous Alam
Assistant Professor
Leads the Inference Lab on AI methods for computational design, robotic manufacturing and engineering foundation models.
Ferdous Alam's lab at Georgia Tech works on generative & foundation models, geometry processing & modeling and efficient training & inference. 11 papers since 2023, 2 at top venues, mostly NeurIPS and TMLR. Applications close .
At a glance
- papers, 2023–2026
- 3/ year
- at T1 venues
- 18%
- PhD students
- 0
- MS students
- 0
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 8 papers2025 · T1 2
- 1 papers2024 · T1 0
- 2 papers2023 · T1 0
T1 venuesOtherVenues: NeurIPS, TMLR
Research focuspaper titles that use each topic's words
- manufacturing4 papers
- Generative & foundation models2 papers
- Efficient training & inference1 paper
- Geometry processing & modeling0 papers
- computational design0 papers
Paper list
From the lab homepage.
20258 papers
- IDETCCad-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation (opens in a new tab)
- JCISEDesignQA: A Multimodal Benchmark for Evaluating Large Language Models’ Understanding of Engineering Documentation (opens in a new tab)
- Artificial Intelligence ReviewFrom concept to manufacturing: Evaluating vision-language models for engineering design (opens in a new tab)
- JMDGenCAD-3D: CAD Program Generation using Multimodal Latent Space Alignment and Synthetic Dataset Balancing (opens in a new tab)
- IDETCGenCAD-Self-Repairing: Feasibility Enhancement for 3D CAD Generation (opens in a new tab)
- TMLR (T1)GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priors (opens in a new tab)
- JMDRepresentation learning for sequential volumetric design tasks (opens in a new tab)
- NeurIPS (T1)VideoCAD: A Large-Scale Video Dataset for Learning UI Interactions and 3D Reasoning from CAD Software (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to Georgia TechFall 2027
Georgia Tech Computer Science PhD
- Round
- Single round
- Opens
- —
- GRE
- optional
- English
- TOEFL/IELTS
- Fee
- See program page
Not yet confirmed for this intake.
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Data
Some numbers could not be verified:
- The alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Lab homepage
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.
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