Xiaoli Z. Fern
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
48
Venues
23
Active years
2007–2024
Best venue rank
A*
Where they publish
- MulticonferenceICASSP8 papers
- A*AAAI5 papers
- A*ICDM5 papers
- A*EMNLP4 papers
- A*ICML3 papers
- ANAACL3 papers
- A*ACL2 papers
- BCOLING2 papers
- ASDM2 papers
- AWACV1 paper
- A*ICRA1 paper
- A*ECCV1 paper
- BICPR1 paper
- CACML1 paper
- A*ICLR1 paper
- A*PLDI1 paper
- ACIKM1 paper
- A*KDD1 paper
- A*WWW1 paper
- CICMLA1 paper
- A*IJCAI1 paper
- NationalIWINAC1 paper
- A*CHI1 paper
Papers
48 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICML | Neural Networks Learn Statistics of Increasing Complexity. | Nora Belrose, Quintin Pope, Lucia Quirke, Alex Mallen, Xiaoli Z. Fern |
| 2023 | WACV | Improving the Robustness of Point Convolution on k-Nearest Neighbor Neighborhoods with a Viewpoint-Invariant Coordinate Transform. | Xingyi Li, Wenxuan Wu, Xiaoli Z. Fern, Fuxin Li |
| 2021 | EMNLP | Text Counterfactuals via Latent Optimization and Shapley-Guided Search. | Xiaoli Z. Fern, Quintin Pope |
| 2021 | ICRA | Improving Grasp Classification through Spatial Metrics Available from Sensors. | Nigel Swenson, Garrett Scott, Peter Bloch, Paresh Soni, Nuha Nishat, Anjali Asar, Cindy Grimm, Xiaoli Z. Fern, Ravi Balasubramanian |
| 2020 | AAAI | ScaleNet - Improve CNNs through Recursively Rescaling Objects. | Xingyi Li, Zhongang Qi, Xiaoli Z. Fern, Fuxin Li |
| 2020 | ACL | Relation Extraction with Explanation. | Hamed Shahbazi, Xiaoli Z. Fern, Reza Ghaeini, Prasad Tadepalli |
| 2019 | NAACL | Saliency Learning: Teaching the Model Where to Pay Attention. | Reza Ghaeini, Xiaoli Z. Fern, Hamed Shahbazi, Prasad Tadepalli |
| 2019 | NAACL | Description-Based Zero-shot Fine-Grained Entity Typing. | Rasha Obeidat, Xiaoli Z. Fern, Hamed Shahbazi, Prasad Tadepalli |
| 2018 | COLING | Dependent Gated Reading for Cloze-Style Question Answering. | Reza Ghaeini, Xiaoli Z. Fern, Hamed Shahbazi, Prasad Tadepalli |
| 2018 | COLING | Joint Neural Entity Disambiguation with Output Space Search. | Hamed Shahbazi, Xiaoli Z. Fern, Reza Ghaeini, Chao Ma, Rasha Mohammad Obeidat, Prasad Tadepalli |
| 2018 | ECCV | Open Set Learning with Counterfactual Images. | Lawrence Neal, Matthew L. Olson, Xiaoli Z. Fern, Weng-Keen Wong, Fuxin Li |
| 2018 | EMNLP | Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference. | Reza Ghaeini, Xiaoli Z. Fern, Prasad Tadepalli |
| 2018 | EMNLP | Event Detection with Neural Networks: A Rigorous Empirical Evaluation. | John Walker Orr, Prasad Tadepalli, Xiaoli Z. Fern |
| 2018 | ICASSP | Discriminative Clustering with Cardinality Constraints. | Anh T. Pham, Raviv Raich, Xiaoli Z. Fern |
| 2018 | ICASSP | Discriminative Probabilistic Framework for Generalized Multi-Instance Learning. | Anh T. Pham, Raviv Raich, Xiaoli Z. Fern, Weng-Keen Wong, Xinze Guan |
| 2018 | ICPR | Learning with Latent Label Hierarchy from Incomplete Multi-Label Data. | Yuanli Pei, Xiaoli Z. Fern, Raviv Raich |
| 2018 | NAACL | DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference. | Reza Ghaeini, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Xiaoli Z. Fern, Oladimeji Farri |
| 2017 | ACML | Multi-Task Structured Prediction for Entity Analysis: Search-Based Learning Algorithms. | Chao Ma, Janardhan Rao Doppa, Prasad Tadepalli, Hamed Shahbazi, Xiaoli Z. Fern |
| 2017 | ICASSP | Simultaneous segmentation and classification of bird song using CNN. | Revathy Narasimhan, Xiaoli Z. Fern, Raviv Raich |
| 2017 | ICASSP | Online learning of time-frequency patterns. | Jos Francisco Ruiz-Muoz, Raviv Raich, Mauricio Orozco-Alzate, Xiaoli Z. Fern |
| 2017 | ICASSP | Discriminative recurring signal detection and localization. | Zeyu You, Raviv Raich, Xiaoli Z. Fern, Jinsub Kim |
| 2017 | ICLR | Filter shaping for Convolutional Neural Networks. | Xingyi Li, Fuxin Li, Xiaoli Z. Fern, Raviv Raich |
| 2016 | AAAI | Multi-Instance Multi-Label Class Discovery: A Computational Approach for Assessing Bird Biodiversity. | Forrest Briggs, Xiaoli Z. Fern, Raviv Raich, Matthew Betts |
| 2016 | ACL | Event Nugget Detection with Forward-Backward Recurrent Neural Networks. | Reza Ghaeini, Xiaoli Z. Fern, Liang Huang, Prasad Tadepalli |
| 2016 | ICASSP | Semi-supervised learning in the presence of novel class instances. | Anh T. Pham, Raviv Raich, Xiaoli Z. Fern |
| 2015 | AAAI | Learning Greedy Policies for the Easy-First Framework. | Jun Xie, Chao Ma, Janardhan Rao Doppa, Prashanth Mannem, Xiaoli Z. Fern, Thomas G. Dietterich, Prasad Tadepalli |
| 2015 | ICASSP | Supervised hierarchical segmentation for bird song recording. | Teresa Vania Tjahja, Xiaoli Z. Fern, Raviv Raich, Anh T. Pham |
| 2015 | ICML | Multi-instance multi-label learning in the presence of novel class instances. | Anh T. Pham, Raviv Raich, Xiaoli Z. Fern, Jess Prez Arriaga |
| 2014 | AAAI | Learning Scripts as Hidden Markov Models. | John Walker Orr, Prasad Tadepalli, Janardhan Rao Doppa, Xiaoli Z. Fern, Thomas G. Dietterich |
| 2014 | EMNLP | Prune-and-Score: Learning for Greedy Coreference Resolution. | Chao Ma, Janardhan Rao Doppa, John Walker Orr, Prashanth Mannem, Xiaoli Z. Fern, Thomas G. Dietterich, Prasad Tadepalli |
| 2014 | ICDM | Taming a Fuzzer Using Delta Debugging Trails. | Yuanli Pei, Arpit Christi, Xiaoli Z. Fern, Alex Groce, Weng-Keen Wong |
| 2013 | ICDM | Context-Aware MIML Instance Annotation. | Forrest Briggs, Xiaoli Z. Fern, Raviv Raich |
| 2013 | PLDI | Taming compiler fuzzers. | Yang Chen, Alex Groce, Chaoqiang Zhang, Weng-Keen Wong, Xiaoli Z. Fern, Eric Eide, John Regehr |
| 2012 | CIKM | Visual appearance of display ads and its effect on click through rate. | Javad Azimi, Ruofei Zhang, Yang Zhou, Vidhya Navalpakkam, Jianchang Mao, Xiaoli Z. Fern |
| 2012 | KDD | Rank-loss support instance machines for MIML instance annotation. | Forrest Briggs, Xiaoli Z. Fern, Raviv Raich |
| 2012 | WWW | The impact of visual appearance on user response in online display advertising. | Javad Azimi, Ruofei Zhang, Yang Zhou, Vidhya Navalpakkam, Jianchang Mao, Xiaoli Z. Fern |
| 2012 | SDM | Constructing Training Sets for Outlier Detection. | Li-Ping Liu, Xiaoli Z. Fern |
| 2011 | ICASSP | Time-frequency segmentation of bird song in noisy acoustic environments. | Lawrence Neal, Forrest Briggs, Raviv Raich, Xiaoli Z. Fern |
| 2010 | AAAI | Myopic Policies for Budgeted Optimization with Constrained Experiments. | Javad Azimi, Xiaoli Z. Fern, Alan Fern, Elizabeth Burrows, Frank Chaplen, Yanzhen Fan, Hong Liu, Jun Jaio, Rebecca Schaller |
| 2009 | ICDM | Audio Classification of Bird Species: A Statistical Manifold Approach. | Forrest Briggs, Raviv Raich, Xiaoli Z. Fern |
| 2009 | ICML | Learning non-redundant codebooks for classifying complex objects. | Wei Zhang, Akshat Surve, Xiaoli Z. Fern, Thomas G. Dietterich |
| 2009 | ICMLA | A Syllable-Level Probabilistic Framework for Bird Species Identification. | Balaji Lakshminarayanan, Raviv Raich, Xiaoli Z. Fern |
| 2009 | IJCAI | Adaptive Cluster Ensemble Selection. | Javad Azimi, Xiaoli Z. Fern |
| 2009 | IWINAC | Clustering Ensembles Using Ants Algorithm. | Javad Azimi, Paul Cull, Xiaoli Z. Fern |
| 2008 | CHI | Testing vs. code inspection vs. what else?: male and female end users' debugging strategies. | Neeraja Subrahmaniyan, Laura Beckwith, Valentina Grigoreanu, Margaret M. Burnett, Susan Wiedenbeck, Vaishnavi Narayanan, Karin Bucht, Russell Drummond, Xiaoli Z. Fern |
| 2008 | SDM | Cluster Ensemble Selection. | Xiaoli Z. Fern, Wei Lin |
| 2007 | ICDM | Non-redundant Multi-view Clustering via Orthogonalization. | Ying Cui, Xiaoli Z. Fern, Jennifer G. Dy |
| 2007 | ICDM | Mining Interpretable Human Strategies: A Case Study. | Xiaoli Z. Fern, Chaitanya Komireddy, Margaret M. Burnett |