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2020 – today
- 2024
[c7]Charles Jin, Martin C. Rinard:
Emergent Representations of Program Semantics in Language Models Trained on Programs. ICML 2024- [i7]Charles Jin, Martin C. Rinard:
Latent Causal Probing: A Formal Perspective on Probing with Causal Models of Data. CoRR abs/2407.13765 (2024) - 2023
- [c6]Charles Jin, Melinda Sun, Martin C. Rinard:
Incompatibility Clustering as a Defense Against Backdoor Poisoning Attacks. ICLR 2023 - [i6]Charles Jin, Zhang-Wei Hong, Farid Arthaud, Idan Orzech, Martin C. Rinard:
Decentralized Inference via Capability Type Structures in Cooperative Multi-Agent Systems. CoRR abs/2304.13957 (2023) - [i5]Charles Jin, Martin C. Rinard:
Evidence of Meaning in Language Models Trained on Programs. CoRR abs/2305.11169 (2023) - 2022
- [j1]Charles Jin
, Phitchaya Mangpo Phothilimthana, Sudip Roy:
Neural architecture search using property guided synthesis. Proc. ACM Program. Lang. 6(OOPSLA2): 1150-1179 (2022) - [i4]Charles Jin, Phitchaya Mangpo Phothilimthana, Sudip Roy:
αNAS: Neural Architecture Search using Property Guided Synthesis. CoRR abs/2205.03960 (2022) - 2021
- [c5]Charles Jin, Martin C. Rinard:
Towards Context-Agnostic Learning Using Synthetic Data. NeurIPS 2021: 26223-26236 - [i3]Charles Jin, Melinda Sun, Martin C. Rinard:
Provable Guarantees against Data Poisoning Using Self-Expansion and Compatibility. CoRR abs/2105.03692 (2021) - 2020
- [c4]Muthu Manikandan Baskaran, Charles Jin, Benoît Meister, Jonathan Springer:
Automatic Mapping and Optimization to Kokkos with Polyhedral Compilation. HPEC 2020: 1-7 - [i2]Charles Jin, Martin C. Rinard:
Manifold Regularization for Adversarial Robustness. CoRR abs/2003.04286 (2020) - [i1]Charles Jin, Martin C. Rinard:
Learning From Context-Agnostic Synthetic Data. CoRR abs/2005.14707 (2020)
2010 – 2019
- 2019
- [c3]Charles Jin, Muthu Manikandan Baskaran, Benoît Meister:
POSTER: Automatic Parallelization Targeting Asynchronous Task-Based Runtimes. PACT 2019: 465-466 - [c2]Charles Jin, Muthu Manikandan Baskaran, Benoît Meister, Jonathan Springer:
Automatic Parallelization to Asynchronous Task-Based Runtimes Through a Generic Runtime Layer. HPEC 2019: 1-11 - 2018
- [c1]Charles Jin, Muthu Manikandan Baskaran:
Analysis of Explicit vs. Implicit Tasking in OpenMP Using Kripke. ESPM2@SC 2018: 62-70
Coauthor Index
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