AgentConductor: Topology Evolution for Multi-Agent Competition-Level Code Generation
Paper • 2602.17100 • Published • 4
COLLECTION
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GroupGPT: A Token-efficient and Privacy-preserving Agentic Framework for Multi-User Chat Assistant
Paper • 2603.01059 • Published • 1 -
Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models
Paper • 2603.00618 • Published -
Heterogeneous Agent Collaborative Reinforcement Learning
Paper • 2603.02604 • Published • 195 -
Memex(RL): Scaling Long-Horizon LLM Agents via Indexed Experience Memory
Paper • 2603.04257 • Published • 19 -
InfinityStory: Unlimited Video Generation with World Consistency and Character-Aware Shot Transitions
Paper • 2603.03646 • Published • 8 -
TAROT: Task-Oriented Authorship Obfuscation Using Policy Optimization Methods
Paper • 2407.21630 • Published • 8 -
SageBwd: A Trainable Low-bit Attention
Paper • 2603.02170 • Published • 19 -
Experiential Reinforcement Learning
Paper • 2602.13949 • Published • 74 -
On-Policy Self-Distillation for Reasoning Compression
Paper • 2603.05433 • Published • 9 -
Weak-Driven Learning: How Weak Agents make Strong Agents Stronger
Paper • 2602.08222 • Published • 290 -
Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs
Paper • 2602.10388 • Published • 244 -
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
Paper • 2511.16043 • Published • 110 -
LiteAttention: A Temporal Sparse Attention for Diffusion Transformers
Paper • 2511.11062 • Published • 33 -
KLASS: KL-Guided Fast Inference in Masked Diffusion Models
Paper • 2511.05664 • Published • 37 -
Evolve the Method, Not the Prompts: Evolutionary Synthesis of Jailbreak Attacks on LLMs
Paper • 2511.12710 • Published • 39 -
Virtual Width Networks
Paper • 2511.11238 • Published • 39 -
Distribution-Conditioned Transport
Paper • 2603.04736 • Published • 3 -
Truncated Step-Level Sampling with Process Rewards for Retrieval-Augmented Reasoning
Paper • 2602.23440 • Published • 3 -
Latent Particle World Models: Self-supervised Object-centric Stochastic Dynamics Modeling
Paper • 2603.04553 • Published • 3 -
Planning in 8 Tokens: A Compact Discrete Tokenizer for Latent World Model
Paper • 2603.05438 • Published • 40 -
Dynamic Chunking Diffusion Transformer
Paper • 2603.06351 • Published • 16 -
Beyond the Grid: Layout-Informed Multi-Vector Retrieval with Parsed Visual Document Representations
Paper • 2603.01666 • Published • 1 -
FlashPrefill: Instantaneous Pattern Discovery and Thresholding for Ultra-Fast Long-Context Prefilling
Paper • 2603.06199 • Published • 9 -
π-StepNFT: Wider Space Needs Finer Steps in Online RL for Flow-based VLAs
Paper • 2603.02083 • Published • 9 -
EmbodiedSplat: Online Feed-Forward Semantic 3DGS for Open-Vocabulary 3D Scene Understanding
Paper • 2603.04254 • Published • 1 -
LongVideo-R1: Smart Navigation for Low-cost Long Video Understanding
Paper • 2602.20913 • Published • 11 -
Efficient Continual Learning in Language Models via Thalamically Routed Cortical Columns
Paper • 2602.22479 • Published -
VecGlypher: Unified Vector Glyph Generation with Language Models
Paper • 2602.21461 • Published • 12 -
Vectorizing the Trie: Efficient Constrained Decoding for LLM-based Generative Retrieval on Accelerators
Paper • 2602.22647 • Published • 4 -
Learning from Trials and Errors: Reflective Test-Time Planning for Embodied LLMs
Paper • 2602.21198 • Published • 4 -
Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs
Paper • 2603.09906 • Published • 75 -
InternVL-U: Democratizing Unified Multimodal Models for Understanding, Reasoning, Generation and Editing
Paper • 2603.09877 • Published • 48 -
Towards a Neural Debugger for Python
Paper • 2603.09951 • Published • 6 -
TALON: Test-time Adaptive Learning for On-the-Fly Category Discovery
Paper • 2603.08075 • Published -
ReflexiCoder: Teaching Large Language Models to Self-Reflect on Generated Code and Self-Correct It via Reinforcement Learning
Paper • 2603.05863 • Published • 6 -
Beyond Test-Time Training: Learning to Reason via Hardware-Efficient Optimal Control
Paper • 2603.09221 • Published -
Multi-Head Low-Rank Attention
Paper • 2603.02188 • Published • 3 -
Compiler-First State Space Duality and Portable O(1) Autoregressive Caching for Inference
Paper • 2603.09555 • Published • 1 -
Flash-KMeans: Fast and Memory-Efficient Exact K-Means
Paper • 2603.09229 • Published • 82 -
ReMix: Reinforcement routing for mixtures of LoRAs in LLM finetuning
Paper • 2603.10160 • Published • 26 -
Prism-Δ: Differential Subspace Steering for Prompt Highlighting in Large Language Models
Paper • 2603.10705 • Published • 11 -
OpenClaw-RL: Train Any Agent Simply by Talking
Paper • 2603.10165 • Published • 154 -
Causal Concept Graphs in LLM Latent Space for Stepwise Reasoning
Paper • 2603.10377 • Published • 3 -
IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse
Paper • 2603.12201 • Published • 53 -
Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections
Paper • 2603.12180 • Published • 65 -
Spatial-TTT: Streaming Visual-based Spatial Intelligence with Test-Time Training
Paper • 2603.12255 • Published • 91 -
CREATE: Testing LLMs for Associative Creativity
Paper • 2603.09970 • Published • 15 -
Geometric Autoencoder for Diffusion Models
Paper • 2603.10365 • Published • 8 -
Training Language Models via Neural Cellular Automata
Paper • 2603.10055 • Published • 8 -
Neural Thickets: Diverse Task Experts Are Dense Around Pretrained Weights
Paper • 2603.12228 • Published • 12 -
LifeGPT: Topology-Agnostic Generative Pretrained Transformer Model for Cellular Automata
Paper • 2409.12182 • Published -
Attention-based Neural Cellular Automata
Paper • 2211.01233 • Published -
HybridStitch: Pixel and Timestep Level Model Stitching for Diffusion Acceleration
Paper • 2603.07815 • Published • 10 -
Multimodal OCR: Parse Anything from Documents
Paper • 2603.13032 • Published • 43 -
LookaheadKV: Fast and Accurate KV Cache Eviction by Glimpsing into the Future without Generation
Paper • 2603.10899 • Published • 7 -
From Sparse to Dense: Multi-View GRPO for Flow Models via Augmented Condition Space
Paper • 2603.12648 • Published • 14 -
VQQA: An Agentic Approach for Video Evaluation and Quality Improvement
Paper • 2603.12310 • Published • 8 -
BitDance: Scaling Autoregressive Generative Models with Binary Tokens
Paper • 2602.14041 • Published • 53 -
ThinkRouter: Efficient Reasoning via Routing Thinking between Latent and Discrete Spaces
Paper • 2602.11683 • Published • 8 -
Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning
Paper • 2602.11748 • Published • 38 -
The Devil Behind Moltbook: Anthropic Safety is Always Vanishing in Self-Evolving AI Societies
Paper • 2602.09877 • Published • 197 -
MetaphorStar: Image Metaphor Understanding and Reasoning with End-to-End Visual Reinforcement Learning
Paper • 2602.10575 • Published • 4 -
Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding
Paper • 2603.18472 • Published • 20 -
Beyond Single Tokens: Distilling Discrete Diffusion Models via Discrete MMD
Paper • 2603.20155 • Published • 10 -
Hyperagents
Paper • 2603.19461 • Published • 50 -
A Subgoal-driven Framework for Improving Long-Horizon LLM Agents
Paper • 2603.19685 • Published • 22 -
UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience
Paper • 2603.24533 • Published • 47 -
MemoryLLM: Plug-n-Play Interpretable Feed-Forward Memory for Transformers
Paper • 2602.00398 • Published • 6 -
Calibri: Enhancing Diffusion Transformers via Parameter-Efficient Calibration
Paper • 2603.24800 • Published • 68 -
BAT: Learning to Reason about Spatial Sounds with Large Language Models
Paper • 2402.01591 • Published • 1 -
Real-Time Aligned Reward Model beyond Semantics
Paper • 2601.22664 • Published • 15 -
Latent Chain-of-Thought as Planning: Decoupling Reasoning from Verbalization
Paper • 2601.21358 • Published • 7 -
Persona Prompting as a Lens on LLM Social Reasoning
Paper • 2601.20757 • Published • 4 -
GameTalk: Training LLMs for Strategic Conversation
Paper • 2601.16276 • Published • 14 -
Wigner's Friend as a Circuit: Inter-Branch Communication Witness Benchmarks on Superconducting Quantum Hardware
Paper • 2601.16004 • Published • 1 -
Reasoning Models Generate Societies of Thought
Paper • 2601.10825 • Published • 14 -
Think-Then-Generate: Reasoning-Aware Text-to-Image Diffusion with LLM Encoders
Paper • 2601.10332 • Published • 32 -
Demystifying the Slash Pattern in Attention: The Role of RoPE
Paper • 2601.08297 • Published • 4 -
The AI Hippocampus: How Far are We From Human Memory?
Paper • 2601.09113 • Published • 6 -
Plenoptic Video Generation
Paper • 2601.05239 • Published • 13 -
Recursive Language Models
Paper • 2512.24601 • Published • 96 -
K-EXAONE Technical Report
Paper • 2601.01739 • Published • 94 -
AdaGaR: Adaptive Gabor Representation for Dynamic Scene Reconstruction
Paper • 2601.00796 • Published • 32 -
DreaMontage: Arbitrary Frame-Guided One-Shot Video Generation
Paper • 2512.21252 • Published • 35 -
The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding
Paper • 2512.19693 • Published • 68 -
Understanding Syllogistic Reasoning in LLMs from Formal and Natural Language Perspectives
Paper • 2512.12620 • Published • 4 -
Animate Any Character in Any World
Paper • 2512.17796 • Published • 11 -
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Paper • 2512.12623 • Published • 4 -
Embarrassingly Simple Self-Distillation Improves Code Generation
Paper • 2604.01193 • Published • 53 -
FrameDiffuser: G-Buffer-Conditioned Diffusion for Neural Forward Frame Rendering
Paper • 2512.16670 • Published • 4 -
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook
Paper • 2604.02029 • Published • 151 -
EgoSim: Egocentric World Simulator for Embodied Interaction Generation
Paper • 2604.01001 • Published • 38 -
ASI-Evolve: AI Accelerates AI
Paper • 2603.29640 • Published • 28 -
Do Audio-Visual Large Language Models Really See and Hear?
Paper • 2604.02605 • Published • 7 -
Mimic Intent, Not Just Trajectories
Paper • 2602.08602 • Published • 15 -
Learning to Learn-at-Test-Time: Language Agents with Learnable Adaptation Policies
Paper • 2604.00830 • Published • 15 -
Think in Strokes, Not Pixels: Process-Driven Image Generation via Interleaved Reasoning
Paper • 2604.04746 • Published • 72 -
INSPATIO-WORLD: A Real-Time 4D World Simulator via Spatiotemporal Autoregressive Modeling
Paper • 2604.07209 • Published • 38 -
Neural Computers
Paper • 2604.06425 • Published • 31 -
Phantom: Physics-Infused Video Generation via Joint Modeling of Visual and Latent Physical Dynamics
Paper • 2604.08503 • Published • 7 -
Agentic Uncertainty Quantification
Paper • 2601.15703 • Published • 9 -
EpiCaR: Knowing What You Don't Know Matters for Better Reasoning in LLMs
Paper • 2601.06786 • Published • 6 -
Artificial Entanglement in the Fine-Tuning of Large Language Models
Paper • 2601.06788 • Published • 5 -
How Do Large Language Models Learn Concepts During Continual Pre-Training?
Paper • 2601.03570 • Published • 4 -
The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning
Paper • 2601.06002 • Published • 60 -
Token-Level LLM Collaboration via FusionRoute
Paper • 2601.05106 • Published • 40 -
Evolving Programmatic Skill Networks
Paper • 2601.03509 • Published • 88 -
CosineGate: Semantic Dynamic Routing via Cosine Incompatibility in Residual Networks
Paper • 2512.22206 • Published • 2 -
Next-Embedding Prediction Makes Strong Vision Learners
Paper • 2512.16922 • Published • 90 -
Bidirectional Normalizing Flow: From Data to Noise and Back
Paper • 2512.10953 • Published • 7 -
Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning
Paper • 2512.15687 • Published • 22 -
Relational Visual Similarity
Paper • 2512.07833 • Published • 25 -
Visual Generation Tuning
Paper • 2511.23469 • Published • 16 -
Multi-view Pyramid Transformer: Look Coarser to See Broader
Paper • 2512.07806 • Published • 21 -
QKAN-LSTM: Quantum-inspired Kolmogorov-Arnold Long Short-term Memory
Paper • 2512.05049 • Published • 2 -
GaussianBlender: Instant Stylization of 3D Gaussians with Disentangled Latent Spaces
Paper • 2512.03683 • Published • 3 -
PSA: Pyramid Sparse Attention for Efficient Video Understanding and Generation
Paper • 2512.04025 • Published • 4 -
What does it mean to understand language?
Paper • 2511.19757 • Published • 10 -
Monet: Reasoning in Latent Visual Space Beyond Images and Language
Paper • 2511.21395 • Published • 19 -
Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story
Paper • 2511.15210 • Published • 91 -
MPJudge: Towards Perceptual Assessment of Music-Induced Paintings
Paper • 2511.07137 • Published • 6 -
Cambrian-S: Towards Spatial Supersensing in Video
Paper • 2511.04670 • Published • 39 -
The Strong Lottery Ticket Hypothesis for Multi-Head Attention Mechanisms
Paper • 2511.04217 • Published • 17 -
OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation
Paper • 2604.18486 • Published • 94 -
Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation
Paper • 2604.18168 • Published • 97 -
Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play
Paper • 2604.17696 • Published • 6 -
Meta-learning In-Context Enables Training-Free Cross Subject Brain Decoding
Paper • 2604.08537 • Published • 9 -
Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations
Paper • 2604.17972 • Published • 3 -
EvoMaster: A Foundational Agent Framework for Building Evolving Autonomous Scientific Agents at Scale
Paper • 2604.17406 • Published • 6 -
TEMPO: Scaling Test-time Training for Large Reasoning Models
Paper • 2604.19295 • Published • 34 -
AgentSPEX: An Agent SPecification and EXecution Language
Paper • 2604.13346 • Published • 164 -
Accurate and scalable exchange-correlation with deep learning
Paper • 2506.14665 • Published • 5 -
Mitigating Multimodal Hallucination via Phase-wise Self-reward
Paper • 2604.17982 • Published • 3 -
LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model
Paper • 2604.20796 • Published • 240 -
WavAlign: Enhancing Intelligence and Expressiveness in Spoken Dialogue Models via Adaptive Hybrid Post-Training
Paper • 2604.14932 • Published • 11 -
Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI
Paper • 2604.21300 • Published • 3 -
The Platonic Universe: Do Foundation Models See the Same Sky?
Paper • 2509.19453 • Published -
UniT: Toward a Unified Physical Language for Human-to-Humanoid Policy Learning and World Modeling
Paper • 2604.19734 • Published • 31 -
A Latent Space Theory for Emergent Abilities in Large Language Models
Paper • 2304.09960 • Published • 3 -
Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers
Paper • 2506.23918 • Published • 90 -
Video Analysis and Generation via a Semantic Progress Function
Paper • 2604.22554 • Published • 63 -
ReVSI: Rebuilding Visual Spatial Intelligence Evaluation for Accurate Assessment of VLM 3D Reasoning
Paper • 2604.24300 • Published • 67 -
SketchVLM: Vision language models can annotate images to explain thoughts and guide users
Paper • 2604.22875 • Published • 35 -
Large Language Models Explore by Latent Distilling
Paper • 2604.24927 • Published • 74 -
Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling
Paper • 2604.28185 • Published • 90 -
OmniLottie: Generating Vector Animations via Parameterized Lottie Tokens
Paper • 2603.02138 • Published • 151 -
Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language Models
Paper • 2506.22813 • Published • 7 -
4D-LRM: Large Space-Time Reconstruction Model From and To Any View at Any Time
Paper • 2506.18890 • Published • 6 -
End-to-End Autoregressive Image Generation with 1D Semantic Tokenizer
Paper • 2605.00503 • Published • 11 -
AnalogRetriever: Learning Cross-Modal Representations for Analog Circuit Retrieval
Paper • 2604.23195 • Published • 3 -
OmniSVG: A Unified Scalable Vector Graphics Generation Model
Paper • 2504.06263 • Published • 186 -
Charting and Navigating Hugging Face's Model Atlas
Paper • 2503.10633 • Published • 94 -
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models
Paper • 2503.09573 • Published • 77 -
Implicit Reasoning in Transformers is Reasoning through Shortcuts
Paper • 2503.07604 • Published • 23 -
The Illusion of State in State-Space Models
Paper • 2404.08819 • Published • 1 -
WavSpA: Wavelet Space Attention for Boosting Transformers' Long Sequence Learning Ability
Paper • 2210.01989 • Published -
OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas
Paper • 2501.15427 • Published • 6 -
Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass
Paper • 2501.13928 • Published • 17 -
The Geometry of Tokens in Internal Representations of Large Language Models
Paper • 2501.10573 • Published • 9 -
Do generative video models learn physical principles from watching videos?
Paper • 2501.09038 • Published • 34 -
Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex
Paper • 2605.06139 • Published • 65 -
4DThinker: Thinking with 4D Imagery for Dynamic Spatial Understanding
Paper • 2605.05997 • Published • 17 -
Shaping Schema via Language Representation as the Next Frontier for LLM Intelligence Expanding
Paper • 2605.09271 • Published • 7 -
TrackCraft3R: Repurposing Video Diffusion Transformers for Dense 3D Tracking
Paper • 2605.12587 • Published • 37 -
AutoLLMResearch: Training Research Agents for Automating LLM Experiment Configuration -- Learning from Cheap, Optimizing Expensive
Paper • 2605.11518 • Published • 4 -
Self-Distilled Agentic Reinforcement Learning
Paper • 2605.15155 • Published • 103 -
BOOKMARKS: Efficient Active Storyline Memory for Role-playing
Paper • 2605.14169 • Published • 7 -
PanoWorld: Towards Spatial Supersensing in 360^circ Panorama World
Paper • 2605.13169 • Published • 20 -
Topology-Preserving Neural Operator Learning via Hodge Decomposition
Paper • 2605.13834 • Published • 4 -
Many-Shot CoT-ICL: Making In-Context Learning Truly Learn
Paper • 2605.13511 • Published • 32 -
SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images
Paper • 2501.04689 • Published • 17