Qian Huang
14 papers · 2018–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (7) π Conference Polyglot (6) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (26)
πΊοΈ
Taxonomy Completionist
(26)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Grand Slam
π₯
Mega-Team
(21)
π§¬
Topic Evolution
π₯
Unstoppable
(8)
π
Century Club
(13)
Conferences
NIPS (7)
ICLR (2)
AAAI (1)
ACML (1)
CVPR (1)
ICCV (1)
ICML (1)
Top co-authors
Keywords
large language model
(3)
relational reasoning
(2)
in-context learning
(2)
language modeling
(1)
knowledge base
(1)
inductive reasoning
(1)
information retrieval
(1)
multispectral imaging
(1)
program synthesis
(1)
graph representation
(1)
hierarchical decomposition
(1)
document understanding
(1)
set representation
(1)
reflectance estimation
(1)
question answering
(1)
multimodal retrieval
(1)
knowledge graph
(1)
black-box attack
(1)
algorithmic reasoning
(1)
model robustness
(1)
Papers
FinMMDocR: Benchmarking Financial Multimodal Reasoning with Scenario Awareness, Document Understanding, and Multi-Step Computation
AAAI 2026
BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments
ICLR 2025
FedDGL: Federated Dynamic Graph Learning for Temporal Evolution and Data Heterogeneity
ACML 2024
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
NIPS 2024
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
NIPS 2024
MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation
ICML 2024
Lexinvariant Language Models
NIPS 2023
PRODIGY: Enabling In-context Learning Over Graphs
NIPS 2023
Parselπ: Algorithmic Reasoning with Language Models by Composing Decompositions
NIPS 2023
Few-shot Relational Reasoning via Connection Subgraph Pretraining
NIPS 2022
Combining Label Propagation and Simple Models out-performs Graph Neural Networks
ICLR 2021
Better Set Representations For Relational Reasoning
NIPS 2020
Enhancing Adversarial Example Transferability With an Intermediate Level Attack
ICCV 2019
Multispectral Image Intrinsic Decomposition via Subspace Constraint
CVPR 2018