| 2009 | ||
|---|---|---|
| 41 | Bing Liu, P. S. Thiagarajan, David Hsu: Probabilistic Approximations of Signaling Pathway Dynamics. CMSB 2009: 251-265 | |
| 40 | Sylvie C. W. Ong, David Hsu, Wee Sun Lee, Hanna Kurniawati: Partially Observable Markov Decision Process (POMDP) Technologies for Sign Language Based Human-Computer Interaction. HCI (7) 2009: 577-586 | |
| 2008 | ||
| 39 | David Hsu, Wee Sun Lee, Nan Rong: A point-based POMDP planner for target tracking. ICRA 2008: 2644-2650 | |
| 38 | Tirthankar Bandyopadhyay, David Hsu, Marcelo H. Ang: Motion Strategies for People Tracking in Cluttered and Dynamic Environments. ISER 2008: 463-472 | |
| 37 | Anshul Nigham, David Hsu: Protein Conformational Flexibility Analysis with Noisy Data. Journal of Computational Biology 15(7): 813-828 (2008) | |
| 36 | Anshul Nigham, Lisa Tucker-Kellogg, Ivana Mihalek, Chandra Verma, David Hsu: pFlexAna: detecting conformational changes in remotely related proteins. Nucleic Acids Research 36(Web-Server-Issue): 246-251 (2008) | |
| 2007 | ||
| 35 | David Hsu, Wee Sun Lee, Nan Rong: What makes some POMDP problems easy to approximate? NIPS 2007 | |
| 34 | Anshul Nigham, David Hsu: Protein Conformational Flexibility Analysis with Noisy Data. RECOMB 2007: 396-411 | |
| 33 | Geoffrey Koh, Lisa Tucker-Kellogg, David Hsu, P. S. Thiagarajan: Composing Globally Consistent Pathway Parameter Estimates Through Belief Propagation. WABI 2007: 420-430 | |
| 32 | Tsung-Han Chiang, Mehmet Serkan Apaydin, Douglas L. Brutlag, David Hsu, Jean-Claude Latombe: Using Stochastic Roadmap Simulation to Predict Experimental Quantities in Protein Folding Kinetics: Folding Rates and Phi-Values. Journal of Computational Biology 14(5): 578-593 (2007) | |
| 2006 | ||
| 31 | David Hsu, Gildardo Sánchez-Ante, Ho-Lun Cheng, Jean-Claude Latombe: Multi-level Free-space Dilation for Sampling narrow Passages in PRM Planning. ICRA 2006: 1255-1260 | |
| 30 | Tirthankar Bandyopadhyay, Yuanping Li, Marcelo H. Ang Jr., David Hsu: A Greedy Strategy for Tracking a Locally Predictable Target among Obstacles. ICRA 2006: 2342-2347 | |
| 29 | Geoffrey Koh, Huey Fern Carol Teong, Marie-Véronique Clément, David Hsu, P. S. Thiagarajan: A decompositional approach to parameter estimation in pathway modeling: a case study of the Akt and MAPK pathways and their crosstalk. ISMB (Supplement of Bioinformatics) 2006: 271-280 | |
| 28 | Tsung-Han Chiang, Mehmet Serkan Apaydin, Douglas L. Brutlag, David Hsu, Jean-Claude Latombe: Predicting Experimental Quantities in Protein Folding Kinetics Using Stochastic Roadmap Simulation. RECOMB 2006: 410-424 | |
| 27 | Hanna Kurniawati, David Hsu: Workspace-Based Connectivity Oracle: An Adaptive Sampling Strategy for PRM Planning. WAFR 2006: 35-51 | |
| 26 | David Hsu, Jean-Claude Latombe, Hanna Kurniawati: On the Probabilistic Foundations of Probabilistic Roadmap Planning. I. J. Robotic Res. 25(7): 627-643 (2006) | |
| 25 | David Hsu, John M. Beggs: Neuronal avalanches and criticality: A dynamical model for homeostasis. Neurocomputing 69(10-12): 1134-1136 (2006) | |
| 2005 | ||
| 24 | Jun Yin, Ye Wang, David Hsu: Digital violin tutor: an integrated system for beginning violin learners. ACM Multimedia 2005: 976-985 | |
| 23 | David Hsu, Gildardo Sánchez-Ante, Zheng Sun: Hybrid PRM Sampling with a Cost-Sensitive Adaptive Strategy. ICRA 2005: 3874-3880 | |
| 22 | David Hsu, Jean-Claude Latombe, Hanna Kurniawati: On the Probabilistic Foundations of Probabilistic Roadmap Planning. ISRR 2005: 83-97 | |
| 21 | Michael Erdmann, David Hsu, Mark H. Overmars, A. Frank van der Stappen: Editorial: Special Issue on WAFR 2004. I. J. Robotic Res. 24(11): 881-882 (2005) | |
| 20 | Murielle Hsu, David Hsu: A piece-wise harmonic Langevin model of EEG dynamics: Theory and application to EEG seizure detection. Neurocomputing 65-66: 469-474 (2005) | |
| 2004 | ||
| 19 | Jun Yin, Ankur Dhanik, David Hsu, Ye Wang: The creation of a music-driven digital violinist. ACM Multimedia 2004: 476-479 | |
| 18 | Chenyi Xia, David Hsu, Anthony K. H. Tung: A Fast Filter for Obstructed Nearest Neighbor Queries. BNCOD 2004: 203-215 | |
| 17 | David Hsu, Zheng Sun: Adaptively combining multiple sampling strategies for probabilistic roadmap planning. RAM 2004: 774-779 | |
| 2003 | ||
| 16 | David Hsu, Tingting Jiang, John H. Reif, Zheng Sun: The bridge test for sampling narrow passages with probabilistic roadmap planners. ICRA 2003: 4420-4426 | |
| 15 | Mehmet Serkan Apaydin, Douglas L. Brutlag, Carlos Guestrin, David Hsu, Jean-Claude Latombe, Chris Varma: Stochastic Roadmap Simulation: An Efficient Representation and Algorithm for Analyzing Molecular Motion. Journal of Computational Biology 10(3/4): 257-281 (2003) | |
| 2002 | ||
| 14 | Douglas L. Brutlag, Mehmet Serkan Apaydin, Carlos Guestrin, David Hsu, Chris Varma, Amit Pal Singh, Jean-Claude Latombe: Using robotics to fold proteins and dock ligands. ECCB 2002: 74-74 | |
| 13 | David Hsu, Seth Bridges, Miguel Figueroa, Chris Diorio: Adaptive Quantization and Density Estimation in Silicon. NIPS 2002: 1083-1090 | |
| 12 | Seth Bridges, Miguel Figueroa, David Hsu, Chris Diorio: Field-Programmable Learning Arrays. NIPS 2002: 1155-1162 | |
| 11 | Mehmet Serkan Apaydin, Douglas L. Brutlag, Carlos Guestrin, David Hsu, Jean-Claude Latombe: Stochastic roadmap simulation: an efficient representation and algorithm for analyzing molecular motion. RECOMB 2002: 12-21 | |
| 10 | David Hsu, Robert Kindel, Jean-Claude Latombe, Stephen M. Rock: Randomized Kinodynamic Motion Planning with Moving Obstacles. I. J. Robotic Res. 21(3): 233-256 (2002) | |
| 2001 | ||
| 9 | Rahul Sukthankar, Tat-Jen Cham, Gita Sukthankar, James M. Rehg, David Hsu, Thomas Leung: Self-Calibrating Camera Projector Systems for Interactive Displays and Presentations. ICCV 2001: 748 | |
| 8 | Julien Basch, Leonidas J. Guibas, David Hsu, An Thai Nguyen: Disconnection Proofs for Motion Planning. ICRA 2001: 1765-1772 | |
| 7 | Aaron P. Shon, David Hsu, Chris Diorio: Learning Spike-Based Correlations and Conditional Probabilities in Silicon. NIPS 2001: 1123-1130 | |
| 2000 | ||
| 6 | Robert Kindel, David Hsu, Jean-Claude Latombe, Stephen M. Rock: Kinodynamic Motion Planning Amidst Moving Obstacles. ICRA 2000: 537-543 | |
| 5 | David Hsu, Miguel Figueroa, Chris Diorio: A Silicon Primitive for Competitive Learning. NIPS 2000: 713-719 | |
| 4 | Leonidas J. Guibas, David Hsu, Li Zhang: A hierarchical method for real-time distance computation among moving convex bodies. Comput. Geom. 15(1-3): 51-68 (2000) | |
| 1999 | ||
| 3 | Leonidas J. Guibas, David Hsu, Li Zhang: H-Walk: Hierarchical Distance Computation for Moving Convex Bodies. Symposium on Computational Geometry 1999: 265-273 | |
| 2 | David Hsu, Jean-Claude Latombe, Rajeev Motwani: Path Planning in Expansive Configuration Spaces. Int. J. Comput. Geometry Appl. 9(4/5): 495- (1999) | |
| 1998 | ||
| 1 | David Hsu, Lydia E. Kavraki, Jean-Claude Latombe, Rajeev Motwani: Capturing the Connectivity of High-Dimensional Geometric Spaces by Parallelizable Random Sampling Techniques. IPPS/SPDP Workshops 1998: 330-340 | |