Modeling Patient Visit Using Electronic Medical Records for Cost Profile Estimation. - Kangzhi Zhao; Yong Zhang 002; Zihao Wang 001; Hongzhi Yin; Xiaofang Zhou 001; Jin Wang 007; Chunxiao Xing (DASFAA (2), 2018)

Reducing Wrong Labels for Distant Supervision Relation Extraction with Selective Capsule Network. - Zihao Wang 001; Yong Zhang 002; Chunxiao Xing (APWeb/WAIM (1), 2019)

Wasserstein-Fisher-Rao Document Distance. - Zihao Wang 001; Datong Zhou; Yong Zhang 002; Hao Wu 060; Chenglong Bao (CoRR, 2019)

A Relaxed Matching Procedure for Unsupervised BLI. - Xu Zhao; Zihao Wang 001; Yong Zhang 002; Hao Wu 060 (ACL, 2020)

Robust Document Distance with Wasserstein-Fisher-Rao metric. - Zihao Wang 001; Datong Zhou; Ming Yang; Yong Zhang 002; Chenglong Rao; Hao Wu 060 (ACML, 2020)

Instance Explainable Multi-instance Learning for ROI of Various Data. - Xu Zhao; Zihao Wang 001; Yong Zhang 002; Chunxiao Xing (DASFAA (2), 2020)

Semi-Supervised Bilingual Lexicon Induction with Two-way Interaction. - Xu Zhao; Zihao Wang 001; Hao Wu 060; Yong Zhang 002 (EMNLP (1), 2020)

Structural-Aware Sentence Similarity with Recursive Optimal Transport. - Zihao Wang 001; Yong Zhang 002; Hao Wu 060 (CoRR, 2020)

Volumization as a Natural Generalization of Weight Decay. - Liu Ziyin 001; Zihao Wang 001; Makoto Yamada; Masahito Ueda (CoRR, 2020)

An Investigation of how Label Smoothing Affects Generalization. - Blair Chen; Liu Ziyin 001; Zihao Wang 001; Paul Pu Liang (CoRR, 2020)

Autoencoder-based MIMO Communications with Learnable ADCs. - Wenhao Ye; Boxiang Ren; Zihao Wang 001; Huihui Wu; Hao Wu 060; Bo Bai 001; Gong Zhang 001 (ICCT, 2021)

Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs. - Zihao Wang 001; Hang Yin 008; Yangqiu Song (NeurIPS Datasets and Benchmarks, 2021)

TC-MIMONet: A Learning-based Transceiver for MIMO Systems with Temporal Correlations. - Chunhui Chen 005; Zihao Wang 001; Yuyi Mao; Hao Wu 060; Bo Bai 001; Gong Zhang 001 (VTC Spring, 2021)

Gromov-Wasserstein Guided Representation Learning for Cross-Domain Recommendation. - Xinhang Li 001; Zhaopeng Qiu; Xiangyu Zhao 001; Zihao Wang 001; Yong Zhang 002; Chunxiao Xing; Xian Wu 001 (CIKM, 2022)

Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics. - Zihao Wang 001; Jiaheng Dou; Yong Zhang 002 (COLING, 2022)

A Neural-Symbolic Approach to Natural Language Understanding. - Zhixuan Liu; Zihao Wang 001; Yuan Lin; Hang Li (EMNLP (Findings), 2022)

MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation. - Ying Su; Zihao Wang 001; Tianqing Fang; Hongming Zhang 009; Yangqiu Song; Tong Zhang 001 (EMNLP (Findings), 2022)

Query2Particles: Knowledge Graph Reasoning with Particle Embeddings. - Jiaxin Bai; Zihao Wang 001; Hongming Zhang 009; Yangqiu Song (NAACL-HLT (Findings), 2022)

Posterior Collapse of a Linear Latent Variable Model. - Zihao Wang 001; Liu Ziyin 001 (NeurIPS, 2022)

Sparsity by Redundancy: Solving L1 with a Simple Reparametrization. - Liu Ziyin 001; Zihao Wang 001 (CoRR, 2022)

Logical Queries on Knowledge Graphs: Emerging Interface of Incomplete Relational Data. - Zihao Wang 001; Hang Yin 008; Yangqiu Song (IEEE Data Eng. Bull., 2022)

Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport. - Zihao Wang 001; Weizhi Fei; Hang Yin 008; Yangqiu Song; Ginny Y. Wong; Simon See (ACL (Findings), 2023)

Logical Message Passing Networks with One-hop Inference on Atomic Formulas. - Zihao Wang 001; Yangqiu Song; Ginny Y. Wong; Simon See (ICLR, 2023)

spred: Solving L1 Penalty with SGD. - Liu Ziyin 001; Zihao Wang 001 (ICML, 2023)

On Existential First Order Queries Inference on Knowledge Graphs. - Hang Yin 008; Zihao Wang 001; Yangqiu Song (CoRR, 2023)

EFOk-CQA: Towards Knowledge Graph Complex Query Answering beyond Set Operation. - Hang Yin 008; Zihao Wang 001; Weizhi Fei; Yangqiu Song (CoRR, 2023)

Towards out-of-distribution generalizable predictions of chemical kinetics properties. - Zihao Wang 001; Yongqiang Chen 002; Yang Duan; Weijiang Li; Bo Han 003; James Cheng; Hanghang Tong (CoRR, 2023)

On the Discussion of Large Language Models: Symmetry of Agents and Interplay with Prompts. - Qineng Wang; Zihao Wang 001; Ying Su; Yangqiu Song (CoRR, 2023)

Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? - Qineng Wang; Zihao Wang 001; Ying Su; Hanghang Tong; Yangqiu Song (ACL (1), 2024)

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. - Jiangshu Du; Yibo Wang 001; Wenting Zhao 006; Zhongfen Deng; Shuaiqi Liu 002; Renze Lou; Henry Peng Zou; Pranav Narayanan Venkit; Nan Zhang; Mukund Srinath; Haoran Zhang 004; Vipul Gupta; et al. (EMNLP, 2024)

Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. - Yao Xu; Shizhu He; Jiabei Chen; Zihao Wang 001; Yangqiu Song; Hanghang Tong; Guang Liu; Jun Zhao 001; Kang Liu 001 (EMNLP, 2024)

Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors. - Hang Yin 008; Zihao Wang 001; Yangqiu Song (ICLR, 2024)

Privacy-Preserved Neural Graph Databases. - Qi Hu; Haoran Li 003; Jiaxin Bai; Zihao Wang 001; Yangqiu Song (KDD, 2024)

Optimal Transport Enhanced Cross-City Site Recommendation. - Xinhang Li 001; Xiangyu Zhao 001; Zihao Wang 001; Yang Duan; Yong Zhang 002; Chunxiao Xing (SIGIR, 2024)

New Frontiers of Knowledge Graph Reasoning: Recent Advances and Future Trends. - Lihui Liu; Zihao Wang 001; Jiaxin Bai; Yangqiu Song; Hanghang Tong (WWW (Companion Volume), 2024)

FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning. - Qi Hu; Weifeng Jiang; Haoran Li 003; Zihao Wang 001; Jiaxin Bai; Qianren Mao; Yangqiu Song; Lixin Fan; Jianxin Li 002 (CoRR, 2024)

Soft Reasoning on Uncertain Knowledge Graphs. - Weizhi Fei; Zihao Wang 001; Hang Yin 008; Yang Duan; Hanghang Tong; Yangqiu Song (CoRR, 2024)

Meta Operator for Complex Query Answering on Knowledge Graphs. - Hang Yin 008; Zihao Wang 001; Yangqiu Song (CoRR, 2024)

Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs. - Lihui Liu; Zihao Wang 001; Ruizhong Qiu; Yikun Ban; Eunice Chan; Yangqiu Song; Jingrui He; Hanghang Tong (CoRR, 2024)

Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering. - Yao Xu; Shizhu He; Jiabei Chen; Zihao Wang 001; Yangqiu Song; Hanghang Tong; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. - Jiangshu Du; Yibo Wang 001; Wenting Zhao 006; Zhongfen Deng; Shuaiqi Liu 002; Renze Lou; Henry Peng Zou; Pranav Narayanan Venkit; Nan Zhang; Mukund Srinath; Haoran Ranran Zhang; Vipul Gupta; et al. (CoRR, 2024)

Fast Sinkhorn II: Collinear Triangular Matrix and Linear Time Accurate Computation of Optimal Transport. - Qichen Liao; Zihao Wang 001; Jing Chen 045; Bo Bai 001; Shi Jin 003; Hao Wu 060 (J. Sci. Comput., 2024)

Extending Complex Logical Queries on Uncertain Knowledge Graphs. - Weizhi Fei; Zihao Wang 001; Hang Yin 008; Yang Duan; Yangqiu Song (ACL (1), 2025)

Enhancing Transformers for Generalizable First-Order Logical Entailment. - Tianshi Zheng; Jiazheng Wang; Zihao Wang 001; Jiaxin Bai; Hang Yin 008; Zheye Deng; Yangqiu Song; Jianxin Li 002 (ACL (1), 2025)

Top Ten Challenges Towards Agentic Neural Graph Databases. - Jiaxin Bai; Zihao Wang 001; Yukun Zhou; Hang Yin 008; Weizhi Fei; Qi Hu; Zheye Deng; Jiayang Cheng; Tianshi Zheng; Hong Ting Tsang; Yisen Gao; Zhongwei Xie; et al. (IEEE Data Eng. Bull., 2025)

Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs. - Qi Hu; Weifeng Jiang; Haoran Li 003; Zihao Wang 001; Jiaxin Bai; Qianren Mao; Yangqiu Song; Lixin Fan; Jianxin Li 002 (Trans. Mach. Learn. Res., 2025)

LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning. - Tianshi Zheng; Jiayang Cheng; Chunyang Li; Haochen Shi; Zihao Wang 001; Jiaxin Bai; Yangqiu Song; Ginny Y. Wong; Simon See (CoRR, 2025)

TransNet: Transfer Knowledge for Few-shot Knowledge Graph Completion. - Lihui Liu; Zihao Wang 001; Dawei Zhou 003; Ruijie Wang 004; Yuchen Yan; Bo Xiong; Sihong He; Kai Shu; Hanghang Tong (CoRR, 2025)

Transformers for Complex Query Answering over Knowledge Hypergraphs. - Hong Ting Tsang; Zihao Wang 001; Yangqiu Song (CoRR, 2025)

Efficient and Scalable Neural Symbolic Search for Knowledge Graph Complex Query Answering. - Weizhi Fei; Zihao Wang 001; Hang Yin 008; Shukai Zhao; Wei Zhang; Yangqiu Song (CoRR, 2025)

From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery. - Tianshi Zheng; Zheye Deng; Hong Ting Tsang; Weiqi Wang 001; Jiaxin Bai; Zihao Wang 001; Yangqiu Song (CoRR, 2025)

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective. - Lihui Liu; Zihao Wang 001; Hanghang Tong (SIGKDD Explor., 2025)

Activation-Guided Local Editing for Jailbreaking Attacks. - Jiecong Wang; Haoran Li 003; Hao Peng 001; Ziqian Zeng; Zihao Wang 001; Haohua Du; Zhengtao Yu 001 (CoRR, 2025)