Vijay Lingam

4 papers · 2023–2025 · 3 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird

Venues

ICLR (2) AISTATS (1) NeurIPS (1)

Top co-authors

Aleksandar Bojchevski (3) Sujay Sanghavi (2) Mohammad Sadegh Akhondzadeh (2) Linbo Liu (1) Gautham Krishna Gudur (1) Behrooz Omidvar Tehrani (1) Aneesh Shetty (1) Eunsol Choi (1) Jun Huan (1) Joydeep Ghosh (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Deep Learning (3) Core AI (3) Architectures (2) Core Methods (2) Learning Types · Machine Learning (2) Natural Language Processing (1) Application Areas (1) Applications (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Techniques (1)

Keywords

graph neural network (2) matrix decomposition (1) representation learning (1) adversarial robustness (1) self-supervised learning (1) knowledge distillation (1) question answering (1) prompt engineering (1) code generation (1) message passing (1) singular value decomposition (1) weisfeiler-lehman test (1) adversarial attack (1) inductive bia (1) graph transformer (1) parameter-efficient fine-tuning (1) low-rank adaptation (1) label poisoning (1) weisfeiler-lehman hierarchy (1) outer product (1)

Papers

Enhancing Language Model Agents using Diversity of Thoughts ICLR 2025 Rethinking Label Poisoning for GNNs: Pitfalls and Attacks ICLR 2024 SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors NeurIPS 2024 Probing Graph Representations AISTATS 2023