Liang Qiu
20 papers · 2020–2026 · 11 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (8) π Academic Marathon (5) π Conference Polyglot (10) πΊοΈ Taxonomy Completionist (34)
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Taxonomy Completionist
(34)
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Keyword Pioneer
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Hot Topic Early Bird
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Grand Slam
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Topic Evolution
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Prolific Year
(5)
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Unstoppable
(6)
ποΈ
Keyword Collector
(81)
β
The Questioner
π
Century Club
(19)
Conferences
ACL (4)
EMNLP (4)
AAAI (2)
IJCNLP (2)
NIPS (2)
ACML (1)
EACL (1)
ECCV (1)
ICLR (1)
ICML (1)
MICCAI (1)
Top co-authors
Keywords
reinforcement learning
(3)
geometry problem solving
(2)
and-or graph
(2)
large language model
(2)
language model alignment
(2)
symbolic reasoning
(2)
formal language
(2)
language model
(2)
incremental inference
(2)
graph parsing
(2)
reward modeling
(2)
dialogue understanding
(2)
social relation inference
(2)
multimodal learning
(1)
semantic parsing
(1)
natural language processing
(1)
chain-of-thought reasoning
(1)
question answering
(1)
domain adaptation
(1)
preference learning
(1)
Papers
SAGE : A Top-Down Bottom-Up Knowledge-Grounded User Simulator for Multi-turn Agent Evaluation
EACL 2026
Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data
ICML 2025
Can Language Models Follow Multiple Turns of Entangled Instructions?
EMNLP 2025
Unleashing the Power of LLMs for Medical Video Answer Localization
MICCAI 2025
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning
EMNLP 2025
DORM: Preference Data Weights Optimization for Reward Modeling in LLM Alignment
EMNLP 2025
Learning with Counterfactual Explanations for Radiology Report Generation
ECCV 2024
Aligning Large Language Models via Fine-grained Supervision
ACL 2024
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning
ICLR 2023
A Survey of Deep Learning for Mathematical Reasoning
ACL 2023
ValueNet: A New Dataset for Human Value Driven Dialogue System
AAAI 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
NIPS 2022
Learning from the Tangram to Solve Mini Visual Tasks
AAAI 2022
Exploring Forensic Dental Identification with Deep Learning
NIPS 2021
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
ACL 2021
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning
ACL 2021
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
IJCNLP 2021
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning
IJCNLP 2021
Structured Attention for Unsupervised Dialogue Structure Induction
EMNLP 2020
Atlas-aware ConvNet for Accurate yet Robust Anatomical Segmentation
ACML 2020