Liang Qiu
18 papers · 2020–2026 · 10 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (37) π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Grand Slam
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Keyword Pioneer
π
Renaissance Researcher
(7)
π₯
Unstoppable Β· Bronze
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The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
Keyword Collector
(92)
Venues
Top co-authors
Research topics
Natural Language Processing
(11)
Artificial Intelligence
(9)
Machine Learning
(9)
Core AI
(9)
Generation
(7)
Learning Types Β· Machine Learning
(4)
Resources & Methods
(4)
Computer Vision
(3)
Deep Learning
(3)
Analysis
(3)
Applications
(3)
Learning Types Β· Deep Learning
(3)
Reinforcement Learning
(2)
Core Methods
(2)
Domain-Specific
(2)
Keywords
reinforcement learning
(3)
mathematical reasoning
(2)
large language model
(2)
reward modeling
(2)
language model
(2)
language model alignment
(2)
natural language processing
(1)
preference learning
(1)
domain adaptation
(1)
theorem proving
(1)
self-attention mechanism
(1)
in-context learning
(1)
question answering
(1)
chain-of-thought reasoning
(1)
geometry problem solving
(1)
symbolic reasoning
(1)
incremental learning
(1)
instruction following
(1)
multimodal learning
(1)
policy gradient
(1)
Papers
SAGE : A Top-Down Bottom-Up Knowledge-Grounded User Simulator for Multi-turn Agent Evaluation
EACL 2026
Can Language Models Follow Multiple Turns of Entangled Instructions?
EMNLP 2025
Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data
ICML 2025
DORM: Preference Data Weights Optimization for Reward Modeling in LLM Alignment
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
Aligning Large Language Models via Fine-grained Supervision
ACL 2024
Learning with Counterfactual Explanations for Radiology Report Generation
ECCV 2024
A Survey of Deep Learning for Mathematical Reasoning
ACL 2023
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning
ICLR 2023
Learning from the Tangram to Solve Mini Visual Tasks
AAAI 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
NeurIPS 2022
ValueNet: A New Dataset for Human Value Driven Dialogue System
AAAI 2022
Exploring Forensic Dental Identification with Deep Learning
NeurIPS 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
ACL 2021
Atlas-aware ConvNet for Accurate yet Robust Anatomical Segmentation
ACML 2020
Structured Attention for Unsupervised Dialogue Structure Induction
EMNLP 2020