Jiacheng Liu
38 papers · 2019–2026 · 10 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (9) π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (6)
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Keyword Pioneer
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(68)
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Topic Evolution
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Grand Slam
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(2)
π₯
Mega-Team
(30)
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Keyword Collector
(138)
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(8)
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Conference Pioneer
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Century Club
(24)
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(5)
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Trend Setter
β
The Questioner
Conferences
ACL (11)
EMNLP (8)
AAAI (7)
ICLR (3)
ICCV (2)
IJCNLP (2)
NIPS (2)
EACL (1)
ICML (1)
MICCAI (1)
Top co-authors
Research topics
Keywords
large language model
(8)
language model
(6)
question answering
(4)
commonsense reasoning
(4)
multimodal large language model
(4)
reinforcement learning
(3)
model compression
(3)
conditional random field
(2)
attention mechanism
(2)
annotation error
(2)
inference acceleration
(2)
inference efficiency
(2)
structured prediction
(2)
natural language inference
(2)
multi-hop reasoning
(2)
named entity recognition
(2)
chain-of-thought reasoning
(2)
label noise
(2)
benchmark evaluation
(2)
diffusion transformer
(2)
Papers
BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook
ACL 2026
LLMSurgeon: Diagnosing Data Mixture of Large Language Models
ACL 2026
Enhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision
ACL 2026
FinMMDocR: Benchmarking Financial Multimodal Reasoning with Scenario Awareness, Document Understanding, and Multi-Step Computation
AAAI 2026
DesireKV: Decoupling Sensitivity and Importance for Reasoning-Aware KV Cache Compression
AAAI 2026
Forecast Then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers
AAAI 2026
Bit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs
ACL 2026
Aggregating Crowd of LLMs for Cost-Effective Data Annotation
EACL 2026
AEGIS: A Holistic Benchmark for Evaluating Forensic Analysis of AI-Generated Academic Images
ACL 2026
Decoding Scientific Experimental Images: The SPUR Benchmark for Perception, Understanding, and Reasoning
ACL 2026
WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation
AAAI 2026
Format as a Prior: Quantifying and Analyzing Bias in LLMs for Heterogeneous Data
AAAI 2026
AdaReason: Progressive Training of Multi-LoRA Adapters for Budget-Adaptive Language Reasoning Models
AAAI 2026
Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models
ACL 2026
AI as Humanityβs Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text
ICLR 2025
FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging
ACL 2025
OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens
ACL 2025
An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint
EMNLP 2025
Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index
EMNLP 2025
From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers
ICCV 2025
FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging
ICCV 2025
DataDecide: How to Predict Best Pretraining Data with Small Experiments
ICML 2025
Overlay Mantle-Free for Semi-Supervised Medical Image Segmentation
MICCAI 2024
LoRAExit: Empowering Dynamic Modulation of LLMs in Resource-limited Settings using Low-rank Adapters
EMNLP 2024
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
NIPS 2024
Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification
ACL 2024
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
ICLR 2024
Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements
EMNLP 2023
Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs
ICLR 2023
Crystal: Introspective Reasoners Reinforced with Self-Feedback
EMNLP 2023
NaturalProver: Grounded Mathematical Proof Generation with Language Models
NIPS 2022
Generated Knowledge Prompting for Commonsense Reasoning
ACL 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering
EMNLP 2022
Fine-Grained Machine Teaching with Attention Modeling
AAAI 2020
Phrase Grounding by Soft-Label Chain Conditional Random Field
IJCNLP 2019
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations
EMNLP 2019
Phrase Grounding by Soft-Label Chain Conditional Random Field
EMNLP 2019
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations
IJCNLP 2019