Charles Jin

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Agnostic Learning

Neural Architecture

Cooperative Multi Agent Systems

Top Venues

Proc. ACM Program. Lang.

Publications

Charles Jin, Martin C. Rinard
Latent Causal Probing: A Formal Perspective on Probing with Causal Models of Data. CoRR (2024)
Charles Jin, Melinda Sun, Martin C. Rinard
Incompatibility Clustering as a Defense Against Backdoor Poisoning Attacks. ICLR (2023)
Charles Jin, Martin C. Rinard
Evidence of Meaning in Language Models Trained on Programs. CoRR (2023)
Charles Jin, Zhang-Wei Hong, Farid Arthaud, Idan Orzech, Martin C. Rinard
Decentralized Inference via Capability Type Structures in Cooperative Multi-Agent Systems. CoRR (2023)
Charles Jin, Phitchaya Mangpo Phothilimthana, Sudip Roy
Neural architecture search using property guided synthesis. Proc. ACM Program. Lang. 6 (OOPSLA2) (2022)
Charles Jin, Phitchaya Mangpo Phothilimthana, Sudip Roy
αNAS: Neural Architecture Search using Property Guided Synthesis. CoRR (2022)
Charles Jin, Martin C. Rinard
Towards Context-Agnostic Learning Using Synthetic Data. NeurIPS (2021)
Charles Jin, Melinda Sun, Martin Rinard
Provable Guarantees against Data Poisoning Using Self-Expansion and Compatibility. CoRR (2021)
Muthu Manikandan Baskaran, Charles Jin, Benoît Meister, Jonathan Springer
Automatic Mapping and Optimization to Kokkos with Polyhedral Compilation. HPEC (2020)
Charles Jin, Martin Rinard
Manifold Regularization for Adversarial Robustness. CoRR (2020)
Charles Jin, Martin Rinard
Learning From Context-Agnostic Synthetic Data. CoRR (2020)
Charles Jin, Muthu Manikandan Baskaran, Benoît Meister
POSTER: Automatic Parallelization Targeting Asynchronous Task-Based Runtimes. PACT (2019)
Charles Jin, Muthu Manikandan Baskaran, Benoît Meister, Jonathan Springer
Automatic Parallelization to Asynchronous Task-Based Runtimes Through a Generic Runtime Layer. HPEC (2019)
Charles Jin, Muthu Manikandan Baskaran
Analysis of Explicit vs. Implicit Tasking in OpenMP Using Kripke. ESPM2@SC (2018)