Ziniu Hu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 70

Top Topics

Android Application

Knowledge Transfer

Design Automation

Top Venues

Publications

Chi-Yang Hsu, Kyle Cox, Jiawei Xu, Zhen Tan, Tianhua Zhai, Mengzhou Hu, Dexter Pratt, Tianlong Chen, Ziniu Hu, Ying Ding
Thought Graph: Generating Thought Process for Biological Reasoning. WWW (Companion Volume) (2024)
Yujia Huang, Adishree Ghatare, Yuanzhe Liu, Ziniu Hu, Qinsheng Zhang, Chandramouli Shama Sastry, Siddharth Gururani, Sageev Oore, Yisong Yue
Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion. CoRR (2024)
Min Cai, Yuchen Zhang, Shichang Zhang, Fan Yin, Difan Zou, Yisong Yue, Ziniu Hu
Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller. CoRR (2024)
Zongyue Qin, Ziniu Hu, Zifan He, Neha Prakriya, Jason Cong, Yizhou Sun
Multi-Token Joint Speculative Decoding for Accelerating Large Language Model Inference. CoRR (2024)
Tianchuang Meng, Jin Huang, Ziniu Hu, Zeyu Yang, Ye-Hwa Chen, Diange Yang, Zhihua Zhong
Spatial-Dependent Robust Control Strategy for On-Ramp Merging. IEEE Trans. Veh. Technol. 73 (3) (2024)
Dan Zhang, Ziniu Hu, Sining Zhoubian, Zhengxiao Du, Kaiyu Yang, Zihan Wang, Yisong Yue, Yuxiao Dong, Jie Tang
SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning. CoRR (2024)
Zongyue Qin, Yunsheng Bai, Atefeh Sohrabizadeh, Zijian Ding, Ziniu Hu, Yizhou Sun, Jason Cong
Cross-Modality Program Representation Learning for Electronic Design Automation with High-Level Synthesis. CoRR (2024)
Chengxing Xie, Canyu Chen, Feiran Jia, Ziyu Ye, Kai Shu, Adel Bibi, Ziniu Hu, Philip H. S. Torr, Bernard Ghanem, Guohao Li
Can Large Language Model Agents Simulate Human Trust Behaviors? CoRR (2024)
Yihe Deng, Pan Lu, Fan Yin, Ziniu Hu, Sheng Shen, James Zou, Kai-Wei Chang, Wei Wang
Enhancing Large Vision Language Models with Self-Training on Image Comprehension. CoRR (2024)
Jonathan Light, Yuanzhe Liu, Ziniu Hu
Dataset Distillation for Offline Reinforcement Learning. CoRR (2024)
Chi-Yang Hsu, Kyle Cox, Jiawei Xu, Zhen Tan, Tianhua Zhai, Mengzhou Hu, Dexter Pratt, Tianlong Chen, Ziniu Hu, Ying Ding
Thought Graph: Generating Thought Process for Biological Reasoning. CoRR (2024)
Shichang Zhang, Botao Xia, Zimin Zhang, Qianli Wu, Fang Sun, Ziniu Hu, Yizhou Sun
Automated Molecular Concept Generation and Labeling with Large Language Models. CoRR (2024)
Ziniu Hu, Ahmet Iscen, Aashi Jain, Thomas Kipf, Yisong Yue, David A. Ross, Cordelia Schmid, Alireza Fathi
SceneCraft: An LLM Agent for Synthesizing 3D Scene as Blender Code. CoRR (2024)
Chenchen Ye, Ziniu Hu, Yihe Deng, Zijie Huang, Mingyu Derek Ma, Yanqiao Zhu, Wei Wang
MIRAI: Evaluating LLM Agents for Event Forecasting. CoRR (2024)
Tinglin Huang, Ziniu Hu, Rex Ying
Learning to Group Auxiliary Datasets for Molecule. CoRR (2023)
Ziniu Hu, Ahmet Iscen, Chen Sun, Kai-Wei Chang, Yizhou Sun, David A. Ross, Cordelia Schmid, Alireza Fathi
AVIS: Autonomous Visual Information Seeking with Large Language Models. CoRR (2023)
Tinglin Huang, Ziniu Hu, Rex Ying
Learning to Group Auxiliary Datasets for Molecule. NeurIPS (2023)
Yunsheng Bai, Atefeh Sohrabizadeh, Zongyue Qin, Ziniu Hu, Yizhou Sun, Jason Cong
ProgSG: Cross-Modality Representation Learning for Programs in Electronic Design Automation. CoRR (2023)
Yunsheng Bai, Atefeh Sohrabizadeh, Zongyue Qin, Ziniu Hu, Yizhou Sun, Jason Cong
Towards a Comprehensive Benchmark for High-Level Synthesis Targeted to FPGAs. NeurIPS (2023)
Jonathan Light, Min Cai, Sheng Shen, Ziniu Hu
From Text to Tactic: Evaluating LLMs Playing the Game of Avalon. CoRR (2023)
Shichang Zhang, Atefeh Sohrabizadeh, Cheng Wan, Zijie Huang, Ziniu Hu, Yewen Wang, Yingyan Lin, Jason Cong, Yizhou Sun
A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware. CoRR (2023)
Xiaoxuan Wang, Ziniu Hu, Pan Lu, Yanqiao Zhu, Jieyu Zhang, Satyen Subramaniam, Arjun R. Loomba, Shichang Zhang, Yizhou Sun, Wei Wang
SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models. CoRR (2023)
Zijie Huang, Wanjia Zhao, Jingdong Gao, Ziniu Hu, Xiao Luo, Yadi Cao, Yuanzhou Chen, Yizhou Sun, Wei Wang
TANGO: Time-Reversal Latent GraphODE for Multi-Agent Dynamical Systems. CoRR (2023)
Ziniu Hu, Ahmet Iscen, Chen Sun, Zirui Wang, Kai-Wei Chang, Yizhou Sun, Cordelia Schmid, David A. Ross, Alireza Fathi
Reveal: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory. CVPR (2023)
Xiusi Chen, Wei-Yao Wang, Ziniu Hu, Curtis Chou, Lam Hoang, Kun Jin, Mingyan Liu, P. Jeffrey Brantingham, Wei Wang
Professional Basketball Player Behavior Synthesis via Planning with Diffusion. CoRR (2023)
Ziniu Hu, Ahmet Iscen, Chen Sun, Kai-Wei Chang, Yizhou Sun, David Ross, Cordelia Schmid, Alireza Fathi
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent. NeurIPS (2023)
Ziniu Hu, Zhe Zhao, Xinyang Yi, Tiansheng Yao, Lichan Hong, Yizhou Sun, Ed H. Chi
Improving Multi-Task Generalization via Regularizing Spurious Correlation. NeurIPS (2022)
Minji Yoon, John Palowitch, Dustin Zelle, Ziniu Hu, Ruslan Salakhutdinov, Bryan Perozzi
Zero-shot Domain Adaptation of Heterogeneous Graphs via Knowledge Transfer Networks. CoRR (2022)
Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun
Empowering Language Models with Knowledge Graph Reasoning for Question Answering. CoRR (2022)
Xuelu Chen, Ziniu Hu, Yizhou Sun
Fuzzy Logic Based Logical Query Answering on Knowledge Graphs. AAAI (2022)
Minji Yoon, John Palowitch, Dustin Zelle, Ziniu Hu, Ruslan Salakhutdinov, Bryan Perozzi
Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks. NeurIPS (2022)
Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun
Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering. EMNLP (2022)
Ziniu Hu, Zhe Zhao, Xinyang Yi, Tiansheng Yao, Lichan Hong, Yizhou Sun, Ed H. Chi
Improving Multi-Task Generalization via Regularizing Spurious Correlation. CoRR (2022)
Ziniu Hu, Ahmet Iscen, Chen Sun, Zirui Wang, Kai-Wei Chang, Yizhou Sun, Cordelia Schmid, David A. Ross, Alireza Fathi
REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory. CoRR (2022)
Ziniu Hu, Yizhou Sun, Kai-Wei Chang
Relation-Guided Pre-Training for Open-Domain Question Answering. EMNLP (Findings) (2021)
Ziniu Hu, Yizhou Sun, Kai-Wei Chang
Relation-Guided Pre-Training for Open-Domain Question Answering. CoRR (2021)
Da Yin, Liunian Harold Li, Ziniu Hu, Nanyun Peng, Kai-Wei Chang
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning. EMNLP (1) (2021)
Da Yin, Liunian Harold Li, Ziniu Hu, Nanyun Peng, Kai-Wei Chang
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning. CoRR (2021)
Xuelu Chen, Ziniu Hu, Yizhou Sun
Fuzzy Logic based Logical Query Answering on Knowledge Graph. CoRR (2021)
Ziniu Hu, Yuxiao Dong, Kuansan Wang, Kai-Wei Chang, Yizhou Sun
GPT-GNN: Generative Pre-Training of Graph Neural Networks. KDD (2020)
Shichang Zhang, Ziniu Hu, Arjun Subramonian, Yizhou Sun
Motif-Driven Contrastive Learning of Graph Representations. CoRR (2020)
Lingxiao Wang, Jing Huang, Kevin Huang, Ziniu Hu, Guangtao Wang, Quanquan Gu
Improving Neural Language Generation with Spectrum Control. ICLR (2020)
Tianxin Wei, Ziwei Wu, Ruirui Li, Ziniu Hu, Fuli Feng, Xiangnan He, Yizhou Sun, Wei Wang
Fast Adaptation for Cold-start Collaborative Filtering with Meta-learning. ICDM (2020)
Yun Ma, Ziniu Hu, Diandian Gu, Li Zhou, Qiaozhu Mei, Gang Huang, Xuanzhe Liu
Roaming Through the Castle Tunnels: An Empirical Analysis of Inter-app Navigation of Android Apps. ACM Trans. Web 14 (3) (2020)
Ziniu Hu, Yuxiao Dong, Kuansan Wang, Yizhou Sun
Heterogeneous Graph Transformer. WWW (2020)
Ziniu Hu, Yuxiao Dong, Kuansan Wang, Kai-Wei Chang, Yizhou Sun
GPT-GNN: Generative Pre-Training of Graph Neural Networks. CoRR (2020)
Zhenpeng Chen, Sheng Shen, Ziniu Hu, Xuan Lu, Qiaozhu Mei, Xuanzhe Liu
Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification (Extended Abstract). IJCAI (2020)
Ziniu Hu, Yuxiao Dong, Kuansan Wang, Yizhou Sun
Heterogeneous Graph Transformer. CoRR (2020)
Yuxiao Dong, Ziniu Hu, Kuansan Wang, Yizhou Sun, Jie Tang
Heterogeneous Network Representation Learning. IJCAI (2020)
Difan Zou, Ziniu Hu, Yewen Wang, Song Jiang, Yizhou Sun, Quanquan Gu
Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks. NeurIPS (2019)
Ziniu Hu, Ting Chen, Kai-Wei Chang, Yizhou Sun
Few-Shot Representation Learning for Out-Of-Vocabulary Words. CoRR (2019)
Ziniu Hu, Changjun Fan, Ting Chen, Kai-Wei Chang, Yizhou Sun
Pre-Training Graph Neural Networks for Generic Structural Feature Extraction. CoRR (2019)
Shuyu Zheng, Ziniu Hu, Yun Ma
FaceOff: Assisting the Manifestation Design of Web Graphical User Interface. WSDM (2019)
Ziniu Hu, Yang Wang, Qu Peng, Hang Li
Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm. WWW (2019)
Zhenpeng Chen, Sheng Shen, Ziniu Hu, Xuan Lu, Qiaozhu Mei, Xuanzhe Liu
Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification. WWW (2019)
Ziniu Hu, Ting Chen, Kai-Wei Chang, Yizhou Sun
Few-Shot Representation Learning for Out-Of-Vocabulary Words. ACL (1) (2019)
Diandian Gu, Ziniu Hu, Shangchen Du, Yun Ma
LinkRadar: Assisting the Analysis of Inter-app Page Links via Transfer Learning. CIKM (2019)
Difan Zou, Ziniu Hu, Yewen Wang, Song Jiang, Yizhou Sun, Quanquan Gu
Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks. CoRR (2019)
Yun Ma, Yangyang Huang, Ziniu Hu, Xusheng Xiao, Xuanzhe Liu
Paladin: Automated Generation of Reproducible Test Cases for Android Apps. HotMobile (2019)
Ziniu Hu, Weiqing Liu, Jiang Bian, Xuanzhe Liu, Tie-Yan Liu
Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction. WSDM (2018)
Yun Ma, Ziniu Hu, Yunxin Liu, Tao Xie, Xuanzhe Liu
Aladdin: Automating Release of Deep-Link APIs on Android. WWW (2018)
Zhenpeng Chen, Sheng Shen, Ziniu Hu, Xuan Lu, Qiaozhu Mei, Xuanzhe Liu
Ermes: Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification. CoRR (2018)
Ziniu Hu, Yang Wang, Qu Peng, Hang Li
A Novel Algorithm for Unbiased Learning to Rank. CoRR (2018)
Sheng Shen, Xuan Lu, Ziniu Hu
Towards Release Strategy Optimization for Apps in Google Play. CoRR (2017)
Yun Ma, Ziniu Hu, Dian Yang
Automating Release of Deep Link APIs for Android Applications. CoRR (2017)
Ziniu Hu, Yun Ma, Qiaozhu Mei, Jian Tang
Roaming across the Castle Tunnels: an Empirical Study of Inter-App Navigation Behaviors of Android Users. CoRR (2017)
Ziniu Hu, Yun Ma, Yangyang Huang
DroidWalker: Generating Reproducible Test Cases via Automatic Exploration of Android Apps. CoRR (2017)
Sheng Shen, Xuan Lu, Ziniu Hu, Xuanzhe Liu
Towards Release Strategy Optimization for Apps in Google Play. Internetware (2017)
Yun Ma, Xuanzhe Liu, Ziniu Hu, Dian Yang, Gang Huang, Yunxin Liu, Tao Xie
Aladdin: automating release of Android deep links to in-app content. ICSE (Companion Volume) (2017)
Yun Ma, Xuanzhe Liu, Ruogu Du, Ziniu Hu, Yi Liu, Meihua Yu, Gang Huang
DroidLink: Automated Generation of Deep Links for Android Apps. CoRR (2016)