Scholar
Song Jiang
Google Scholar ID: SjbhMQEAAAAJ
FAIR, Meta
Citations & Impact
Citations
950
H-index
13
i10-index
14
Publications
20
Co-authors
13
list available
Publications
Resume (English only)
Academic Achievements
- NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions (Preprint 2025)
- Towards Full Delegation: Designing Ideal Agentic Behaviors for Travel Planning (Preprint 2024)
- To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning (EMNLP Demo Track 2024, Miami, FL)
- FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion (ACL-Findings 2024, Bangkok, Thailand)
- ResPrompt: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models (NAACL 2024, Mexico City, Mexico)
- LLM-Rec: Personalized Recommendation via Prompting Large Language Models (NAACL 2024 - Findings, Mexico City, Mexico)
- On the Equivalence of Graph Convolution and Mixup (TMLR 2024)
- CARE: Modeling Interacting Dynamics Under Temporal Distribution Shift (NeurIPS 2023, New Orleans, LA)
- CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems (KDD 2023, Long Beach, CA) - Best Student Paper Award
- A Single Vector Is Not Enough: Taxonomy Expansion via Box Embeddings (WWW 2023, Austin, TX) - Best Student Paper Award
- A Primer on Deep Learning for Causal Inference (Sociological Methods & Research, 2023)
- Estimating Causal Effects on Networked Observational Data via Representation Learning (CIKM 2022, Atlanta, GA)
- Bridging Self-Attention and Time Series Decomposition for Periodic Forecasting (CIKM 2022, Atlanta, GA)
- Unit Selection: Learning Benefit Function from Finite Population Data (NeurIPS 2022 Workshop on Causality for Real-world Impact)
- HINTS: Citation Time Series Prediction for New Publications via Dynamic Heterogeneous Information Network Embedding (WWW 2021, virtual)
- Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks (NeurIPS 2019, Vancouver, Canada)
Research Experience
- Research Engineer at FAIR, Meta, 2024 - Present
Education
- Ph.D. from UCLA, advised by Prof. Yizhou Sun.
Background
- Research Engineer at FAIR, Meta. Currently working on LLM Reasoning / Planning.
Miscellany
- Reviewer: ICLR, ICML, NeurIPS, KDD, WWW, ARR
