Tiancheng Zhao

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 68

Top Topics

Reinforcement Learning

Top Venues

SIGDIAL Conference

Publications

Lu Zhang, Tiancheng Zhao, Heting Ying, Yibo Ma, Kyusong Lee
OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer. CoRR (2024)
Haozhan Shen, Tiancheng Zhao, Mingwei Zhu, Jianwei Yin
GroundVLP: Harnessing Zero-Shot Visual Grounding from Vision-Language Pre-training and Open-Vocabulary Object Detection. AAAI (2024)
Yutao Sun, Mingshuai Chen, Kangjia Zhao, He Li, Jintao Chen, Linyu Yang, Zhongyi Wang, Tiancheng Zhao, Jianwei Yin
HORAE: A Domain-Agnostic Modeling Language for Automating Multimodal Service Regulation. CoRR (2024)
Zilun Zhang, Yutao Sun, Tiancheng Zhao, Leigang Sha, Ruochen Xu, Kyusong Lee, Jianwei Yin
Preserving Knowledge in Large Language Model with Model-Agnostic Self-Decompression. CoRR (2024)
Tiancheng Zhao, Peng Liu, Xuan He, Lu Zhang, Kyusong Lee
Real-time Transformer-based Open-Vocabulary Detection with Efficient Fusion Head. CoRR (2024)
Yiyang Yao, Peng Liu, Tiancheng Zhao, Qianqian Zhang, Jiajia Liao, Chunxin Fang, Kyusong Lee, Qing Wang
How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection. AAAI (2024)
Yinggang Sun, Ziming Guo, Haining Yu, Chuanyi Liu, Xiang Li, Bingxuan Wang, Xiangzhan Yu, Tiancheng Zhao
QDA-SQL: Questions Enhanced Dialogue Augmentation for Multi-Turn Text-to-SQL. CoRR (2024)
Tiancheng Zhao, Qianqian Zhang, Kyusong Lee, Peng Liu, Lu Zhang, Chunxin Fang, Jiajia Liao, Kelei Jiang, Yibo Ma, Ruochen Xu
OmChat: A Recipe to Train Multimodal Language Models with Strong Long Context and Video Understanding. CoRR (2024)
Qingxiong Tan, Jin Xiao, Jiayang Chen, Yixuan Wang, Zeliang Zhang, Tiancheng Zhao, Yu Li
ifDEEPre: large protein language-based deep learning enables interpretable and fast predictions of enzyme commission numbers. Briefings Bioinform. 25 (4) (2024)
Jaemin Yoo, Tiancheng Zhao, Leman Akoglu
Data Augmentation is a Hyperparameter: Cherry-picked Self-Supervision for Unsupervised Anomaly Detection is Creating the Illusion of Success. Trans. Mach. Learn. Res. 2023 (2023)
Kai Sun, Tiancheng Zhao, Yangling Chen, Shuo Han, Yue Wu, Nan Xiang
A Chinese Information Operation and Maintenance Knowledge Retrieval Corpus. IoTAAI (2023)
Haozhan Shen, Tiancheng Zhao, Mingwei Zhu, Jianwei Yin
GroundVLP: Harnessing Zero-shot Visual Grounding from Vision-Language Pre-training and Open-Vocabulary Object Detection. CoRR (2023)
Mingwei Zhu, Leigang Sha, Yu Shu, Kangjia Zhao, Tiancheng Zhao, Jianwei Yin
Benchmarking Sequential Visual Input Reasoning and Prediction in Multimodal Large Language Models. CoRR (2023)
Yiyang Yao, Peng Liu, Tiancheng Zhao, Qianqian Zhang, Jiajia Liao, Chunxin Fang, Kyusong Lee, Qing Wang
How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection. CoRR (2023)
Zilun Zhang, Tiancheng Zhao, Yulong Guo, Jianwei Yin
RS5M: A Large Scale Vision-Language Dataset for Remote Sensing Vision-Language Foundation Model. CoRR (2023)
Jintao Chen, Jianwei Yin, Shuiguang Deng, Tiancheng Zhao, Meng Xi
Service Regulation: Modeling and Recognition. ICSOC (2022)
Tiancheng Zhao, Tianqi Zhang, Mingwei Zhu, Haozhan Shen, Kyusong Lee, Xiaopeng Lu, Jianwei Yin
VL-CheckList: Evaluating Pre-trained Vision-Language Models with Objects, Attributes and Relations. CoRR (2022)
Tiancheng Zhao, Peng Liu, Xiaopeng Lu, Kyusong Lee
OmDet: Language-Aware Object Detection with Large-scale Vision-Language Multi-dataset Pre-training. CoRR (2022)
Xin Chen, Jiachun Li, Menglong Li, Tiancheng Zhao, Yuan Zhou
Assortment Optimization Under the Multivariate MNL Model. CoRR (2022)
Tiancheng Zhao, Tianqi Zhang, Mingwei Zhu, Haozhan Shen, Kyusong Lee, Xiaopeng Lu, Jianwei Yin
An Explainable Toolbox for Evaluating Pre-trained Vision-Language Models. EMNLP (Demos) (2022)
Jaemin Yoo, Tiancheng Zhao, Leman Akoglu
Understanding the Effect of Data Augmentation in Self-supervised Anomaly Detection. CoRR (2022)
Xiaopeng Lu, Tiancheng Zhao, Kyusong Lee
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words. ACL/IJCNLP (1) (2021)
Xiaopeng Lu, Kyusong Lee, Tiancheng Zhao
SF-QA: Simple and Fair Evaluation Library for Open-domain Question Answering. CoRR (2021)
Xiaopeng Lu, Tiancheng Zhao, Kyusong Lee
VisualSparta: Sparse Transformer Fragment-level Matching for Large-scale Text-to-Image Search. CoRR (2021)
Tiancheng Zhao, Xiaopeng Lu, Kyusong Lee
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval. NAACL-HLT (2021)
Xiaopeng Lu, Kyusong Lee, Tiancheng Zhao
SF-QA: Simple and Fair Evaluation Library for Open-domain Question Answering. EACL (System Demonstrations) (2021)
Tiancheng Zhao, Kyusong Lee
Talk to Papers: Bringing Neural Question Answering to Academic Search. ACL (demo) (2020)
Maxine Eskénazi, Tiancheng Zhao
Report from the NSF Future Directions Workshop, Toward User-Oriented Agents: Research Directions and Challenges. CoRR (2020)
Yulan Feng, Shikib Mehri, Maxine Eskénazi, Tiancheng Zhao
"None of the Above": Measure Uncertainty in Dialog Response Retrieval. ACL (2020)
Tiancheng Zhao, Kyusong Lee
Talk to Papers: Bringing Neural Question Answering to Academic Search. CoRR (2020)
Yulan Feng, Shikib Mehri, Maxine Eskénazi, Tiancheng Zhao
"None of the Above": Measure Uncertainty in Dialog Response Retrieval. CoRR (2020)
Tiancheng Zhao, Xiaopeng Lu, Kyusong Lee
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval. CoRR (2020)
Weiyan Shi, Tiancheng Zhao, Zhou Yu
Unsupervised Dialog Structure Learning. CoRR (2019)
Tiancheng Zhao, Kaige Xie, Maxine Eskénazi
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models. NAACL-HLT (1) (2019)
Jianheng Tang, Tiancheng Zhao, Chenyan Xiong, Xiaodan Liang, Eric P. Xing, Zhiting Hu
Target-Guided Open-Domain Conversation. ACL (1) (2019)
Prakhar Gupta, Shikib Mehri, Tiancheng Zhao, Amy Pavel, Maxine Eskénazi, Jeffrey P. Bigham
Investigating Evaluation of Open-Domain Dialogue Systems With Human Generated Multiple References. SIGdial (2019)
Maxine Eskénazi, Shikib Mehri, Evgeniia Razumovskaia, Tiancheng Zhao
Beyond Turing: Intelligent Agents Centered on the User. CoRR (2019)
Shikib Mehri, Evgeniia Razumovskaia, Tiancheng Zhao, Maxine Eskénazi
Pretraining Methods for Dialog Context Representation Learning. CoRR (2019)
Zhiting Hu, Haoran Shi, Bowen Tan, Wentao Wang, Zichao Yang, Tiancheng Zhao, Junxian He, Lianhui Qin, Di Wang, Xuezhe Ma, Zhengzhong Liu, Xiaodan Liang, Wanrong Zhu, Devendra Singh Sachan, Eric P. Xing
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation. ACL (3) (2019)
Jianheng Tang, Tiancheng Zhao, Chenyan Xiong, Xiaodan Liang, Eric P. Xing, Zhiting Hu
Target-Guided Open-Domain Conversation. CoRR (2019)
Tiancheng Zhao, Kaige Xie, Maxine Eskénazi
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models. CoRR (2019)
Weiyan Shi, Tiancheng Zhao, Zhou Yu
Unsupervised Dialog Structure Learning. NAACL-HLT (1) (2019)
Prakhar Gupta, Shikib Mehri, Tiancheng Zhao, Amy Pavel, Maxine Eskénazi, Jeffrey P. Bigham
Investigating Evaluation of Open-Domain Dialogue Systems With Human Generated Multiple References. CoRR (2019)
Shikib Mehri, Evgeniia Razumovskaia, Tiancheng Zhao, Maxine Eskénazi
Pretraining Methods for Dialog Context Representation Learning. ACL (1) (2019)
Kyusong Lee, Tiancheng Zhao, Alan W. Black, Maxine Eskénazi
DialCrowd: A toolkit for easy dialog system assessment. SIGDIAL Conference (2018)
Tiancheng Zhao, Maxine Eskénazi
Zero-Shot Dialog Generation with Cross-Domain Latent Actions. CoRR (2018)
Tiancheng Zhao, Maxine Eskénazi
Zero-Shot Dialog Generation with Cross-Domain Latent Actions. SIGDIAL Conference (2018)
Tiancheng Zhao, Kyusong Lee, Maxine Eskénazi
Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation. CoRR (2018)
Tiancheng Zhao, Kyusong Lee, Maxine Eskénazi
Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation. ACL (1) (2018)
Jiaping Zhang, Tiancheng Zhao, Zhou Yu
Multimodal Hierarchical Reinforcement Learning Policy for Task-Oriented Visual Dialog. SIGDIAL Conference (2018)
Jiaping Zhang, Tiancheng Zhao, Zhou Yu
Multimodal Hierarchical Reinforcement Learning Policy for Task-Oriented Visual Dialog. CoRR (2018)
Yijun Xiao, Tiancheng Zhao, William Yang Wang
Dirichlet Variational Autoencoder for Text Modeling. CoRR (2018)
Zhiting Hu, Haoran Shi, Zichao Yang, Bowen Tan, Tiancheng Zhao, Junxian He, Wentao Wang, Xingjiang Yu, Lianhui Qin, Di Wang, Xuezhe Ma, Zhengzhong Liu, Xiaodan Liang, Wanrong Zhu, Devendra Singh Sachan, Eric P. Xing
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation. CoRR (2018)
Tiancheng Zhao, Allen Lu, Kyusong Lee, Maxine Eskénazi
Generative Encoder-Decoder Models for Task-Oriented Spoken Dialog Systems with Chatting Capability. SIGDIAL Conference (2017)
Tiancheng Zhao, Ran Zhao, Maxine Eskénazi
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders. CoRR (2017)
Tiancheng Zhao, Ran Zhao, Maxine Eskénazi
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders. ACL (1) (2017)
Kyusong Lee, Tiancheng Zhao, Yulun Du, Edward Cai, Allen Lu, Eli Pincus, David R. Traum, Stefan Ultes, Lina Maria Rojas-Barahona, Milica Gasic, Steve J. Young, Maxine Eskénazi
DialPort, Gone Live: An Update After A Year of Development. SIGDIAL Conference (2017)
Kyusong Lee, Tiancheng Zhao, Stefan Ultes, Lina Maria Rojas-Barahona, Eli Pincus, David R. Traum, Maxine Eskénazi
An Assessment Framework for DialPort. IWSDS (2017)
Fengming Hui, Tiancheng Zhao, Xinqing Li, Mohammed Shokr, Petra Heil, Jiechen Zhao, Lin Zhang, Xiao Cheng
Satellite-Based Sea Ice Navigation for Prydz Bay, East Antarctica. Remote. Sens. 9 (6) (2017)
Tiancheng Zhao, Allen Lu, Kyusong Lee, Maxine Eskénazi
Generative Encoder-Decoder Models for Task-Oriented Spoken Dialog Systems with Chatting Capability. CoRR (2017)
Andrew Wilkinson, Tiancheng Zhao, Alan W. Black
Deriving Phonetic Transcriptions and Discovering Word Segmentations for Speech-to-Speech Translation in Low-Resource Settings. INTERSPEECH (2016)
Tiancheng Zhao, Mohammad Gowayyed
Algorithms for Batch Hierarchical Reinforcement Learning. CoRR (2016)
Tiancheng Zhao, Maxine Eskénazi
Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning. SIGDIAL Conference (2016)
Tiancheng Zhao, Kyusong Lee, Maxine Eskénazi
DialPort: Connecting the Spoken Dialog Research Community to Real User Data. CoRR (2016)
Tiancheng Zhao, Kyusong Lee, Maxine Eskénazi
DialPort: Connecting the spoken dialog research community to real user data. SLT (2016)
Tiancheng Zhao, Maxine Eskénazi
Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning. CoRR (2016)
Fengming Hui, Xinqing Li, Tiancheng Zhao, Mohammed Shokr, Petra Heil, Jiechen Zhao, Yan Liu, Shunlin Liang, Xiao Cheng
Semi-Automatic Mapping of Tidal Cracks in the Fast Ice Region near Zhongshan Station in East Antarctica Using Landsat-8 OLI Imagery. Remote. Sens. 8 (3) (2016)
Tiancheng Zhao, Ran Zhao, Zhao Meng, Justine Cassell
Leveraging Recurrent Neural Networks for Multimodal Recognition of Social Norm Violation in Dialog. CoRR (2016)
Tiancheng Zhao, Alan W. Black, Maxine Eskénazi
An Incremental Turn-Taking Model with Active System Barge-in for Spoken Dialog Systems. SIGDIAL Conference (2015)