Ziniu Hu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
32
Venues
14
Active years
2017–2026
Best venue rank
A*
Where they publish
Papers
32 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | DataSciBench: An LLM Agent Benchmark for Data Science. | Dan Zhang, Sining Zhoubian, Min Cai, Fengzu Li, Lekang Yang, Wei Wang, Tianjiao Dong, Ziniu Hu, Jie Tang, Yisong Yue |
| 2025 | ACL | TreeRL: LLM Reinforcement Learning with On-Policy Tree Search. | Zhenyu Hou, Ziniu Hu, Yujiang Li, Rui Lu, Jie Tang, Yuxiao Dong |
| 2025 | COLING | Automated Molecular Concept Generation and Labeling with Large Language Models. | Zimin Zhang, Qianli Wu, Botao Xia, Fang Sun, Ziniu Hu, Yizhou Sun, Shichang Zhang |
| 2025 | CVPR | Self-Evolving Visual Concept Library using Vision-Language Critics. | Atharva Sehgal, Patrick Yuan, Ziniu Hu, Yisong Yue, Jennifer J. Sun, Swarat Chaudhuri |
| 2025 | ICLR | Strategist: Self-improvement of LLM Decision Making via Bi-Level Tree Search. | Jonathan Light, Min Cai, Weiqin Chen, Guanzhi Wang, Xiusi Chen, Wei Cheng, Yisong Yue, Ziniu Hu |
| 2025 | ICLR | SFS: Smarter Code Space Search improves LLM Inference Scaling. | Jonathan Light, Yue Wu, Yiyou Sun, Wenchao Yu, Yanchi Liu, Xujiang Zhao, Ziniu Hu, Haifeng Chen, Wei Cheng |
| 2025 | ICLR | Optimized Multi-Token Joint Decoding With Auxiliary Model for LLM Inference. | Zongyue Qin, Ziniu Hu, Zifan He, Neha Prakriya, Jason Cong, Yizhou Sun |
| 2025 | ICML | QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search. | Zongyu Lin, Yao Tang, Xingcheng Yao, Da Yin, Ziniu Hu, Yizhou Sun, Kai-Wei Chang |
| 2024 | CIKM | PlayBest: Professional Basketball Player Behavior Synthesis via Planning with Diffusion. | Xiusi Chen, Wei-Yao Wang, Ziniu Hu, David Reynoso, Kun Jin, Mingyan Liu, P. Jeffrey Brantingham, Wei Wang |
| 2024 | ICML | Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion. | Yujia Huang, Adishree Ghatare, Yuanzhe Liu, Ziniu Hu, Qinsheng Zhang, Chandramouli Shama Sastry, Siddharth Gururani, Sageev Oore, Yisong Yue |
| 2024 | ICML | SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code. | Ziniu Hu, Ahmet Iscen, Aashi Jain, Thomas Kipf, Yisong Yue, David A. Ross, Cordelia Schmid, Alireza Fathi |
| 2024 | ICML | SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models. | Xiaoxuan Wang, Ziniu Hu, Pan Lu, Yanqiao Zhu, Jieyu Zhang, Satyen Subramaniam, Arjun R. Loomba, Shichang Zhang, Yizhou Sun, Wei Wang |
| 2024 | WWW | Thought Graph: Generating Thought Process for Biological Reasoning. | Chi-Yang Hsu, Kyle Cox, Jiawei Xu, Zhen Tan, Tianhua Zhai, Mengzhou Hu, Dexter Pratt, Tianlong Chen, Ziniu Hu, Ying Ding |
| 2023 | CVPR | Reveal: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory. | Ziniu Hu, Ahmet Iscen, Chen Sun, Zirui Wang, Kai-Wei Chang, Yizhou Sun, Cordelia Schmid, David A. Ross, Alireza Fathi |
| 2022 | AAAI | Fuzzy Logic Based Logical Query Answering on Knowledge Graphs. | Xuelu Chen, Ziniu Hu, Yizhou Sun |
| 2022 | EMNLP | Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering. | Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun |
| 2021 | EMNLP | Relation-Guided Pre-Training for Open-Domain Question Answering. | Ziniu Hu, Yizhou Sun, Kai-Wei Chang |
| 2021 | EMNLP | Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning. | Da Yin, Liunian Harold Li, Ziniu Hu, Nanyun Peng, Kai-Wei Chang |
| 2020 | ICDM | Fast Adaptation for Cold-start Collaborative Filtering with Meta-learning. | Tianxin Wei, Ziwei Wu, Ruirui Li, Ziniu Hu, Fuli Feng, Xiangnan He, Yizhou Sun, Wei Wang |
| 2020 | ICLR | Improving Neural Language Generation with Spectrum Control. | Lingxiao Wang, Jing Huang, Kevin Huang, Ziniu Hu, Guangtao Wang, Quanquan Gu |
| 2020 | IJCAI | Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification (Extended Abstract). | Zhenpeng Chen, Sheng Shen, Ziniu Hu, Xuan Lu, Qiaozhu Mei, Xuanzhe Liu |
| 2020 | IJCAI | Heterogeneous Network Representation Learning. | Yuxiao Dong, Ziniu Hu, Kuansan Wang, Yizhou Sun, Jie Tang |
| 2020 | KDD | GPT-GNN: Generative Pre-Training of Graph Neural Networks. | Ziniu Hu, Yuxiao Dong, Kuansan Wang, Kai-Wei Chang, Yizhou Sun |
| 2020 | WWW | Heterogeneous Graph Transformer. | Ziniu Hu, Yuxiao Dong, Kuansan Wang, Yizhou Sun |
| 2019 | ACL | Few-Shot Representation Learning for Out-Of-Vocabulary Words. | Ziniu Hu, Ting Chen, Kai-Wei Chang, Yizhou Sun |
| 2019 | CIKM | LinkRadar: Assisting the Analysis of Inter-app Page Links via Transfer Learning. | Diandian Gu, Ziniu Hu, Shangchen Du, Yun Ma |
| 2019 | WWW | Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification. | Zhenpeng Chen, Sheng Shen, Ziniu Hu, Xuan Lu, Qiaozhu Mei, Xuanzhe Liu |
| 2019 | WWW | Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm. | Ziniu Hu, Yang Wang, Qu Peng, Hang Li |
| 2019 | WSDM | FaceOff: Assisting the Manifestation Design of Web Graphical User Interface. | Shuyu Zheng, Ziniu Hu, Yun Ma |
| 2018 | WWW | Aladdin: Automating Release of Deep-Link APIs on Android. | Yun Ma, Ziniu Hu, Yunxin Liu, Tao Xie, Xuanzhe Liu |
| 2018 | WSDM | Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction. | Ziniu Hu, Weiqing Liu, Jiang Bian, Xuanzhe Liu, Tie-Yan Liu |
| 2017 | ICSE | Aladdin: automating release of Android deep links to in-app content. | Yun Ma, Xuanzhe Liu, Ziniu Hu, Dian Yang, Gang Huang, Yunxin Liu, Tao Xie |