PaperHub

Lingpeng Kong

~Lingpeng_Kong1

37
论文总数
18.5
年均投稿
5.8
平均评分
接收情况20/37
会议分布
ICLR
28
COLM
4
NeurIPS
3
ICML
2

发表论文 (37 篇)

202522 篇

5.8
4

Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning

ICLR 2025Rejected
5.8
4

QSpec: Speculative Decoding with Complementary Quantization Schemes

ICLR 2025Rejected
6.5
4

Non-myopic Generation of Language Models for Reasoning and Planning

ICLR 2025Poster
7.3
4

DynaAct: Large Language Model Reasoning with Dynamic Action Spaces

NeurIPS 2025Poster
6.0
3

ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom

ICLR 2025Rejected
4.5
4

Understanding the Role of LLMs in Multimodal Evaluation Benchmarks

ICLR 2025Rejected
5.8
4

Jailbreaking as a Reward Misspecification Problem

ICLR 2025Poster
3.8
4

SubgoalXL: Subgoal-based Expert Learning for Theorem Proving

ICLR 2025withdrawn
5.8
4

TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs

ICLR 2025Rejected
6.1
4

Teaching Language Models to Critique via Reinforcement Learning

ICML 2025Poster
6.5
4

MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards

ICLR 2025Poster
5.0
4

Implicit Search via Discrete Diffusion: A Study on Chess

ICLR 2025Poster
6.3
4

Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

ICLR 2025Poster
6.8
5

Temporal Reasoning Transfer from Text to Video

ICLR 2025Poster
6.5
4

Why Does the Effective Context Length of LLMs Fall Short?

ICLR 2025Poster
7.8
4

TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning

NeurIPS 2025Spotlight
5.5
4

ParallelComp: Parallel Long-Context Compressor for Length Extrapolation

ICML 2025Poster
6.0
4

Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration

ICLR 2025Poster
5.5
4

UNComp: Uncertainty-Aware Long-context Compressor for Efficient Large Language Model Inference

ICLR 2025Rejected
5.5
4

G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model

ICLR 2025Poster
4.8
4

UncertaintyRAG: Span Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation

ICLR 2025Rejected
6.3
4

Scaling Diffusion Language Models via Adaptation from Autoregressive Models

ICLR 2025Poster

202415 篇

6.3
3

Decomposing the Enigma: Subgoal-based Demonstration Learning for Formal Theorem Proving

ICLR 2024Rejected
4.7
3

LegoMT2: Non-Blocking Federated Learning for Massive Multilingual Machine Translation

ICLR 2024Rejected
4.5
4

HiddenKey: Parameter-Efficient FineTuning Meets Dropout under a Unified Framework

ICLR 2024Rejected
5.5
4

A Reparameterized Discrete Diffusion Model for Text Generation

ICLR 2024Rejected
6.3
3

A Reparameterized Discrete Diffusion Model for Text Generation

COLM 2024Poster
5.0
4

SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving

ICLR 2024withdrawn
5.8
4

Empowering Large Language Model Agents through Action Learning

COLM 2024Poster
4.8
4

Linear Attention via Orthogonal Memory

ICLR 2024Rejected
6.3
3

CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration

COLM 2024Poster
7.0
4

Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration

COLM 2024Poster
5.3
4

Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration

ICLR 2024withdrawn
4.0
4

Extrapolating Large Language Models to Non-English by Aligning Languages

ICLR 2024withdrawn
6.0
4

L-Eval: Instituting Standardized Evaluation for Long Context Language Models

ICLR 2024Rejected
5.6
5

Diffusion of Thought: Chain-of-Thought Reasoning in Diffusion Language Models

NeurIPS 2024Poster
7.0
4

Lemur: Harmonizing Natural Language and Code for Language Agents

ICLR 2024Spotlight
合作者 (20)