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2. A New Framework and Novel Techniques to Multimodal Concept Representation and Fusion
3. Differentiable Simulation for Photonic Design: from Semi-Analytical Methods to Ray Tracing
4. Interpretable Machine Learning Architectures for Efficient Signal Detection with Applications to Gravitational Wave Astronomy
5. Methods and Tools for Practical Software Testing and Maintenance
6. Simulation Based Testing for Autonomous Driving Systems
7. The role of model implementation in neuroscientific applications of machine learning
8. Towards Self-Managing Networked Cyber-Physical Systems
9. Abstractions for Probabilistic Programming to Support Model Development
10. Adaptive and Effective Fuzzing: a Data-Driven Approach
11. AI and the Writer: How Language Models Support Creative Writers
12. Algorithm Design and Localization Analysis in Sequential and Statistical Learning
13. Analyzing and Securing Software via Robust and Generalizable Learning
14. A Sparse Learning Approach for Linux Kernel Data Race Prediction
15. Bayesian Auction Design and Approximation
16. Complaint Driven Training Data Debugging for Machine Learning Workflows
17. Designing Exploratory Search Systems that Stimulate Memory and Reduce Cognitive Load
18. Designing, Implementing and Programming a Massively Multithreaded Spatial Accelerator Architecture
19. Dialogue Systems Specialized in Social Influence: Systems, Methods, and Ethics
20. Faithfulness in Abstractive Summarization: Progress and Challenges
21. Grounded and Consistent Question Answering
22. Learning Video Representation from Self-supervision
23. Leveraging network structures in understanding node predictions and fairness
24. New Container Architectures for Mobile, Drone, and Cloud Computing
25. Robust Machine Learning by Integrating Context
26. Social Addictive Gameful Engineering (SAGE): A Game-based Learning and Assessment System for Computational Thinking
27. Some Aspects of Noncommutativity in Polynomial Optimization
28. Toward Annotation Efficiency in Biased Learning Settings for Natural Language Processing
29. Toward A Secure Account Recovery: Machine Learning Based User Modeling for protection of Account Recovery in a Managed Environment
30. Using Linguistic Features to Improve Prosody for Text-to-Speech
31. Utilizing Runtime Information for Accurate Root Cause Identification in Performance Diagnosis
32. Algorithmic Design for Social Networks: Inequality, Bias, and Diversity
33. Beyond Worst-Case Analysis of Optimization in the Era of Machine Learning
34. Controls on Surface and Sedimentary Processes on Continental Margins from Geophysical Data: New Insights at Cascadia, Galicia, and the Eastern North American Margin
35. Deep Networks Through the Lens of Low-Dimensional Structure: Towards Mathematical and Computational Principles for Nonlinear Data
36. Deep Self-Modeling for Robotic Systems
37. Detection, Triage, and Attribution of PII Phishing Sites
38. Efficient Neural Network Verification Using Branch and Bound
39. Efficient recovery algorithms with restricted access to strings
40. Enabling Structured Navigation of Longform Spoken Dialog with Automatic Summarization
41. Hardware-Software Co-design for Practical Memory Safety
42. Harnessing Simulated Data with Graphs
43. Internet Subscription Plans: Thresholding, Throttling, and Zero-Rating
44. Learning Mobile Manipulation
45. Learning to Edit Code : Towards Building General Purpose Models for Source Code Editing
46. Machine Learning Algorithms for Efficient Acquisition and Ethical Use of Personal Information in Decision Making
47. Machine Learning for AI-Augmented Design Space Exploration of Computer Systems
48. Machine Learning for Gravitational-Wave Astronomy: Methods and Applications for High-Dimensional Laser Interferometry Data
49. Modality Bridging and Unified Multimodal Understanding
50. Modelling and remote sensing of meltwater drainage on Antarctic ice shelves
51. Multi-Functional Interfaces for Accelerators
52. Multiscaling and Machine Learning Approaches to Physics Simulation
53. New Optimization Models and Methods for Classical, Infinite-Dimensional, and Online Fisher Markets
54. Resource-Efficient Methods in Machine Learning
55. Ring-LWE: Enhanced Foundations and Applications
56. Systems-Level Approaches to Understanding Protein Synthesis
57. A Computational Perspective of Causal Inference and the Data Fusion Problem
58. A Secure and Formally Verified Commodity Multiprocessor Hypervisor
59. Autogenerative Networks
60. Bespoke Security for Resource Constrained Cyber-Physical Systems
61. Beyond summary statistics: extracting etiological insights from genome-wide association cohorts
62. Bridging the Gap Between People, Mobile Devices, and the Physical World
63. Computational Framework for the Identification of Neural Circuits Underlying Psychiatric Disorders
64. Deconvolution Problems for Structured Sparse Signal
65. Detect and Repair Errors for DNN-based Software
66. Dynamical processes in the condensed phase: methods and models
67. Enabling Automated, Conversational Health Coaching with Human-Centered Artificial Intelligence
68. Energy Footprinting and Human-Centric Building Co-Optimization with Multi-Task Deep Reinforcement Learning
69. Identifying Speaker State from Multimodal Cues
70. Improving Robotic Manipulation via Reachability, Tactile, and Spatial Awareness
71. Improving Security Through Egalitarian Binary Recompilation
72. Learning for Network Applications and Control
73. New Primitives for Tackling Graph Problems and Their Applications in Parallel Computing
74. Next Generation Cloud Computing Architectures: Performance and Pricing
75. On Resilience to Computable Tampering
76. Post-transcriptional gene expression regulation in developmental disorders
77. Reinforcement Learning: New Algorithms and An Application for Integer Programming
78. Resource Allocation In Large-Scale Distributed Systems
79. Robust and Interpretable Sequential Decision-Making for Healthcare
80. Salience Estimation and Faithful Generation: Modeling Methods for Text Summarization and Generation
81. Structure and Feedback in Cloud Service API Fuzzing
82. Text Classification: Exploiting the Social Network
83. The Design, Implementation, and Evaluation of Software and Architectural Support for Nested Virtualization on Modern Architectures
84. Unsupervised Morphological Segmentation and Part-of-Speech Tagging for Low-Resource Scenarios
85. Variational Bayesian Methods for Inferring Spatial Statistics and Nonlinear Dynamics
86. XR Development with the Relay and Responder Pattern
87. A Geometric Approach to Dynamical System: Global Analysis for Non-Convex Optimization
88. Causality inference between time series data and its applications
89. Cryptographic approaches to security and optimization in machine learning
90. Data-driven Tactile Sensing using Spatially Overlapping Signals
91. Deep Probabilistic Graphical Modeling
92. Dynamic and adaptive processing of speech in the human auditory cortex
93. Effective Randomized Concurrency Testing with Partial Order Methods
94. Generative Modeling and Inference in Directed and Undirected Neural Networks
95. Identifying and Modeling Code-Switched Language
96. Interactive, Computation Assisted Design Tools
97. Location Data: Perils, Profits, Promise
98. Machine Learning Methods for Causal Inference with Observational Biomedical Data
99. Making Data Storage Efficient in the Era of Cloud Computing
100. Multi-Mobile Computing
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