Ziyang Li
10 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (7) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
🌍
Conference Polyglot
(7)
🏃
Academic Marathon
(7)
🏆
Grand Slam
💎
Century Club
(10)
🚀
Conference Pioneer
Conferences
ICLR (3)
NIPS (2)
AAAI (1)
ACL (1)
ECCV (1)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
large language model
(2)
deductive reasoning
(2)
visual question answering
(1)
in-context learning
(1)
knowledge representation
(1)
text generation
(1)
multimodal learning
(1)
program synthesis
(1)
narrative understanding
(1)
neuro-symbolic
(1)
scene graph
(1)
weak supervision
(1)
neural network optimization
(1)
knowledge base
(1)
gradient estimation
(1)
differentiable programming
(1)
probabilistic reasoning
(1)
rule learning
(1)
deep neural network
(1)
foundation model
(1)
Papers
LASER: A Neuro-Symbolic Framework for Learning Spatio-Temporal Scene Graphs with Weak Supervision
ICLR 2025
IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities
ICLR 2025
TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games
EMNLP 2025
DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation
ICML 2024
Data-Efficient Learning with Neural Programs
NIPS 2024
Relational Programming with Foundational Models
AAAI 2024
Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming
ACL 2023
Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning
NIPS 2021
HOPPITY: LEARNING GRAPH TRANSFORMATIONS TO DETECT AND FIX BUGS IN PROGRAMS
ICLR 2020
Modeling Varying Camera-IMU Time Offset in Optimization-Based Visual-Inertial Odometry
ECCV 2018