Memory-Optimal Evaluation of Expression Trees Involving Large Objects. - Chi-Chung Lam; Daniel Cociorva; Gerald Baumgartner; P. Sadayappan (HiPC, 1999)

Optimization of Memory Usage Requirement for a Class of Loops Implementing Multi-dimensional Integrals. - Chi-Chung Lam; Daniel Cociorva; Gerald Baumgartner; P. Sadayappan (LCPC, 1999)

Performance Optimization of a Class of Loops Involving Sums of Products of Sparse Arrays. - Chi-Chung Lam; P. Sadayappan; Daniel Cociorva; Mebarek Alouani; John Wilkins (PP, 1999)

Towards Automatic Synthesis of High-Performance Codes for Electronic Structure Calculations: Data Locality Optimization. - Daniel Cociorva; J. W. Wilkins; Gerald Baumgartner; P. Sadayappan; J. Ramanujam; Marcel Nooijen; David E. Bernholdt; Robert J. Harrison (HiPC, 2001)

Loop optimization for a class of memory-constrained computations. - Daniel Cociorva; J. W. Wilkins; Chi-Chung Lam; Gerald Baumgartner; J. Ramanujam; P. Sadayappan (ICS, 2001)

A Performance Optimization Framework for Compilation of Tensor Contraction Expressions into Parallel Programs. - Gerald Baumgartner; David E. Bernholdt; Daniel Cociorva; Chi-Chung Lam; J. Ramanujam; Robert J. Harrison; Marcel Nooijen; P. Sadayappan (IPDPS, 2002)

Memory-Constrained Communication Minimization for a Class of Array Computations. - Daniel Cociorva; Gerald Baumgartner; Chi-Chung Lam; P. Sadayappan; J. Ramanujam (LCPC, 2002)

Space-Time Trade-Off Optimization for a Class of Electronic Structure Calculations. - Daniel Cociorva; Gerald Baumgartner; Chi-Chung Lam; P. Sadayappan; J. Ramanujam; Marcel Nooijen; David E. Bernholdt; Robert J. Harrison (PLDI, 2002)

A high-level approach to synthesis of high-performance codes for quantum chemistry. - Gerald Baumgartner; David E. Bernholdt; Daniel Cociorva; Robert J. Harrison; So Hirata; Chi-Chung Lam; Marcel Nooijen; Russell M. Pitzer; J. Ramanujam; P. Sadayappan (SC, 2002)

Data Locality Optimization for Synthesis of Efficient Out-of-Core Algorithms. - Sandhya Krishnan; Sriram Krishnamoorthy; Gerald Baumgartner; Daniel Cociorva; Chi-Chung Lam; P. Sadayappan; J. Ramanujam; David E. Bernholdt; Venkatesh Choppella (HiPC, 2003)

Global Communication Optimization for Tensor Contraction Expressions under Memory Constraints. - Daniel Cociorva; Xiaoyang Gao 002; Sandhya Krishnan; Gerald Baumgartner; Chi-Chung Lam; P. Sadayappan; J. Ramanujam (IPDPS, 2003)

Memory-Constrained Data Locality Optimization for Tensor Contractions. - Alina Bibireata; Sandhya Krishnan; Gerald Baumgartner; Daniel Cociorva; Chi-Chung Lam; P. Sadayappan; J. Ramanujam; David E. Bernholdt; Venkatesh Choppella (LCPC, 2003)

Efficient parallel out-of-core matrix transposition. - Sriram Krishnamoorthy; Gerald Baumgartner; Daniel Cociorva; Chi-Chung Lam; P. Sadayappan (Int. J. High Perform. Comput. Netw., 2004)

Synthesis of High-Performance Parallel Programs for a Class of ab Initio Quantum Chemistry Models. - Gerald Baumgartner; Alexander A. Auer; David E. Bernholdt; Alina Bibireata; Venkatesh Choppella; Daniel Cociorva; Xiaoyang Gao 002; Robert J. Harrison; So Hirata; Sriram Krishnamoorthy; Sandhya Krishnan; Chi-Chung Lam; et al. (Proc. IEEE, 2005)

YADA: a tool for taking the most out of high-resolution spectra. - Paulo C. Carvalho; Tao Xu; Xuemei Han; Daniel Cociorva; Valmir Carneiro Barbosa; John R. Yates III (Bioinform., 2009)

XDIA: improving on the label-free data-independent analysis. - Paulo C. Carvalho; Xuemei Han; Tao Xu; Daniel Cociorva; Maria da Gloria Carvalho; Valmir Carneiro Barbosa; John R. Yates III (Bioinform., 2010)

Memory-optimal evaluation of expression trees involving large objects. - Chi-Chung Lam; Thomas Rauber; Gerald Baumgartner; Daniel Cociorva; P. Sadayappan (Comput. Lang. Syst. Struct., 2011)

SwitchTab: Switched Autoencoders Are Effective Tabular Learners. - Jing Wu; Suiyao Chen; Qi Zhao; Renat Sergazinov; Chen Li; Shengjie Liu; Chongchao Zhao; Tianpei Xie; Hanqing Guo; Cheng Ji 005; Daniel Cociorva; Hakan Brunzell (AAAI, 2024)

TabDeco: A Comprehensive Contrastive Framework for Decoupled Representations in Tabular Data. - Suiyao Chen; Jing Wu; Yunxiao Wang; Cheng Ji 005; Tianpei Xie; Daniel Cociorva; Michael Sharps; Cécile Levasseur; Hakan Brunzell (CoRR, 2024)

Improving Model Probability Calibration by Integration of Large Data Sources with Biased Labels. - Renat Sergazinov; Richard Chen; Cheng Ji 005; Jing Wu; Daniel Cociorva; Hakan Brunzell (AAAI, 2025)